Dental Vars Examination

Previous info

PPD = periodontal probing depth (which is a measurement in millimetres of how loose the gum is around a tooth - the bigger it is, the worse the gum disease). Generally this is taken at 6 points around each tooth.

PostPPD - is PPD just in the back teeth, which, in this study, was what we were concentrating on.

No. PPD 5mm = number of sites (PPD) that measured 5mm or more. This is to focus on the most severe areas and is a measure also of more severe gum disease.

CAL = clinical attachment level (which is a measure of the PPD and the amount that the gums have shrunk down the tooth), the bigger this is, the worse the gum disease. Measured also in mm. BOP = bleeding on probing. This is a measure of inflammation taken once we measure the PPD. This is also taken at 6 points around each tooth. Taken as ‘yes’ or ’no’.

FMBS = full mouth bleeding score. This is a %. i.e. the number of BOP sties that is a ‘yes’ divided by the total number of sites in the mouth (6 x the number of teeth present in the mouth), x 100.

FMPS = full mouth plaque score. Same as FMBS except for sites which showed plaque.

Data loading

Data analysis

Sample characterization overall

Sample characterization (mean and medians) N=45

Sample characterization by group ()

Group 1 RPFO N=15

Group 2 Non-Surgical N=15

Group 3 SPPF N=15

Correlations - cross-sectional at BL, 3M and 12M (i.e. No. PPD ≥5mm with OIDP, CS-OIDP, EQ-5D-5L, EQ-5D-VAS etc)

Data examination

39 variables 48 participants 40 complete cases, 8 missing cases. Participant 3, 6, 12, 28, 42, 46, 47 and 48

summary(complete.cases(df1))

##    Mode   FALSE    TRUE 
## logical       8      40

#complete.cases(df1)

head(df1)

summary(df1)

##     Study_ID             TxAssign     OIDP_BL         OIDP_3M      
##  Min.   : 1.00   Non-Surgical:15   Min.   : 0.00   Min.   : 0.000  
##  1st Qu.:14.00   RPFO        :15   1st Qu.: 0.00   1st Qu.: 0.000  
##  Median :26.00   SPPF        :15   Median : 0.00   Median : 0.000  
##  Mean   :25.27   NA's        : 3   Mean   : 6.41   Mean   : 3.687  
##  3rd Qu.:37.00                     3rd Qu.: 6.67   3rd Qu.: 2.780  
##  Max.   :48.00                     Max.   :52.89   Max.   :38.670  
##  NA's   :3                         NA's   :3       NA's   :4       
##     OIDP_6M          OIDP_12M        EQ5D5L_BL        EQ5D5L_3M     
##  Min.   : 0.000   Min.   : 0.000   Min.   :0.6350   Min.   :0.5370  
##  1st Qu.: 0.000   1st Qu.: 0.000   1st Qu.:0.8770   1st Qu.:0.8370  
##  Median : 0.000   Median : 0.000   Median :1.0000   Median :1.0000  
##  Mean   : 4.071   Mean   : 3.232   Mean   :0.9291   Mean   :0.9206  
##  3rd Qu.: 2.670   3rd Qu.: 2.002   3rd Qu.:1.0000   3rd Qu.:1.0000  
##  Max.   :70.220   Max.   :36.440   Max.   :1.0000   Max.   :1.0000  
##  NA's   :4        NA's   :4        NA's   :3        NA's   :5       
##    EQ5D5L_6M        EQ5D5L_12M      EQ5D_VAS_BL      EQ5D_VAS_3M    
##  Min.   :0.6490   Min.   :0.3400   Min.   : 40.00   Min.   : 35.00  
##  1st Qu.:0.8685   1st Qu.:0.8790   1st Qu.: 80.00   1st Qu.: 75.00  
##  Median :1.0000   Median :1.0000   Median : 85.00   Median : 89.00  
##  Mean   :0.9379   Mean   :0.9371   Mean   : 82.29   Mean   : 83.24  
##  3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.: 90.00   3rd Qu.: 95.00  
##  Max.   :1.0000   Max.   :1.0000   Max.   :100.00   Max.   :100.00  
##  NA's   :4        NA's   :3        NA's   :3        NA's   :3       
##   EQ5D_VAS_6M      EQ5D_VAS_12M      CSOIDP_BL        CSOIDP_3M     
##  Min.   : 35.00   Min.   : 45.00   Min.   : 0.000   Min.   : 0.000  
##  1st Qu.: 78.75   1st Qu.: 75.00   1st Qu.: 0.000   1st Qu.: 0.000  
##  Median : 85.00   Median : 85.00   Median : 0.000   Median : 0.000  
##  Mean   : 83.27   Mean   : 83.47   Mean   : 5.126   Mean   : 1.828  
##  3rd Qu.: 92.75   3rd Qu.: 95.00   3rd Qu.: 0.890   3rd Qu.: 0.000  
##  Max.   :100.00   Max.   :100.00   Max.   :52.890   Max.   :38.670  
##  NA's   :4        NA's   :3        NA's   :3        NA's   :4       
##    CSOIDP_6M        CSOIDP_12M       PostPPD_BL     PostPPD_3M   
##  Min.   :0.0000   Min.   : 0.000   Min.   :2.42   Min.   :2.260  
##  1st Qu.:0.0000   1st Qu.: 0.000   1st Qu.:3.43   1st Qu.:2.825  
##  Median :0.0000   Median : 0.000   Median :3.77   Median :3.110  
##  Mean   :0.4756   Mean   : 1.283   Mean   :3.73   Mean   :3.144  
##  3rd Qu.:0.0000   3rd Qu.: 0.000   3rd Qu.:4.00   3rd Qu.:3.445  
##  Max.   :7.1100   Max.   :29.780   Max.   :4.71   Max.   :4.110  
##  NA's   :5        NA's   :4        NA's   :3      NA's   :4      
##    PostPPD_6M    PostPPD_12M    PostNoPPD.5_BL  PostNoPPD.5_3M  PostNoPPD.5_6M 
##  Min.   :2.18   Min.   :2.110   Min.   : 2.00   Min.   : 0.00   Min.   : 0.00  
##  1st Qu.:2.84   1st Qu.:2.940   1st Qu.:17.00   1st Qu.: 4.75   1st Qu.: 5.00  
##  Median :3.20   Median :3.170   Median :29.00   Median :11.00   Median :11.00  
##  Mean   :3.17   Mean   :3.186   Mean   :26.64   Mean   :12.77   Mean   :12.77  
##  3rd Qu.:3.42   3rd Qu.:3.480   3rd Qu.:34.00   3rd Qu.:17.25   3rd Qu.:16.25  
##  Max.   :4.60   Max.   :4.410   Max.   :59.00   Max.   :42.00   Max.   :60.00  
##  NA's   :5      NA's   :3       NA's   :3       NA's   :4       NA's   :4      
##  PostNoPPD.5_12M   PostREC_BL        PostREC_3M        PostREC_6M     
##  Min.   : 0.00   Min.   :-0.3600   Min.   :-0.4900   Min.   :-0.4100  
##  1st Qu.: 5.00   1st Qu.: 0.0000   1st Qu.: 0.3650   1st Qu.: 0.2250  
##  Median :11.00   Median : 0.3900   Median : 0.7600   Median : 0.7900  
##  Mean   :14.96   Mean   : 0.5533   Mean   : 0.8902   Mean   : 0.8505  
##  3rd Qu.:21.00   3rd Qu.: 0.9200   3rd Qu.: 1.4050   3rd Qu.: 1.2800  
##  Max.   :56.00   Max.   : 1.9600   Max.   : 2.8100   Max.   : 2.5100  
##  NA's   :3       NA's   :3         NA's   :4         NA's   :5        
##   PostREC_12M         FMBS_BL         FMBS_3M         FMBS_6M     
##  Min.   :-0.4700   Min.   :14.94   Min.   :15.48   Min.   :15.10  
##  1st Qu.: 0.2900   1st Qu.:26.39   1st Qu.:27.55   1st Qu.:23.17  
##  Median : 0.7900   Median :33.56   Median :33.95   Median :30.77  
##  Mean   : 0.7796   Mean   :34.55   Mean   :33.86   Mean   :33.31  
##  3rd Qu.: 1.3800   3rd Qu.:40.74   3rd Qu.:40.74   3rd Qu.:42.73  
##  Max.   : 2.2500   Max.   :60.12   Max.   :54.44   Max.   :55.95  
##  NA's   :3         NA's   :3       NA's   :4       NA's   :5      
##     FMBS_12M        FMPS_BL         FMPS_3M         FMPS_6M     
##  Min.   :13.98   Min.   : 5.56   Min.   : 5.56   Min.   : 3.97  
##  1st Qu.:22.84   1st Qu.:12.90   1st Qu.:17.93   1st Qu.:16.68  
##  Median :30.36   Median :18.75   Median :28.41   Median :23.81  
##  Mean   :32.30   Mean   :19.33   Mean   :29.53   Mean   :26.02  
##  3rd Qu.:41.32   3rd Qu.:24.07   3rd Qu.:39.66   3rd Qu.:33.33  
##  Max.   :68.23   Max.   :47.62   Max.   :81.21   Max.   :58.33  
##  NA's   :3       NA's   :3       NA's   :4       NA's   :5      
##     FMPS_12M     Smoking_StatusBL
##  Min.   : 3.97   No    :15       
##  1st Qu.:13.10   Yes   :13       
##  Median :16.67   Former:17       
##  Mean   :22.54   NA's  : 3       
##  3rd Qu.:30.95                   
##  Max.   :54.86                   
##  NA's   :3

#describe(df1)

Table for treatment assignation

Table for smoking status

Histograms to examine distribution of continuous variables

Variables that look normally distributed: Post PPD, Post PPD N5 only at baseline, Post REC (except for baseline), FMBS baseline,

Variables that have non-normal distribution: OIDP, EQ5D5L, CSOIDP, Post PPD N5 at 3M-6M-12M, FMBS at 3M-6M-12M, FMPS

Borderline: EQ5VAS

Alternativaly…

## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## Warning: Removed 15 rows containing non-finite values (stat_bin).

Boxplot

• Boxplots: how do I know the exact value for each of the box plots by treatment?
  Where do I find a) if there is a statistically significant difference between groups (and which particular groups?) and the p-values?
• Correlations:
  What is the value of a moderate correlation vs a strong correlation? Is there a reference for this? Is this a Pearson rank correlation (need to write this in my statistical section)? Are these correlations done by treatment group (clinical vs QoL)? How do I know if the correlations is statistically significant (and what is the p-value)?

Boxplots assessing the distribution of the continuous variables by type of treatment

Boxplots assessing the distribution of the continuous variables by type of treatment but without the outliers values

• Participants are equally distributed into three types of treatment.

• Smoking status was almost equally distributed, with a larger proportion of the sample being former smoker.

• Most numerical data is highly skewed and their distribution is not normal.

• Based on the boxplots, there seems to be differences by treatment in EQ5-VAS, Post PPD, Post No PPD>5, REC. FMBS and FMPS. No subtantial differences can be seen in these plots OIDP, EQ5 and CSOIDP.

Correlations

There is statistical evidence for moderate to strong correlations between the variables at baseline, 3M, 6M and 12M after. The only exception was FMPS, with mostly weak correlations. The general pattern suggest the stronger correlation at 6M, either with baseline, 3M or 12M.

Correlation of OIDP

##          OIDP_BL OIDP_3M OIDP_6M OIDP_12M
## OIDP_BL     1.00    0.49    0.71     0.59
## OIDP_3M     0.49    1.00    0.73     0.73
## OIDP_6M     0.71    0.73    1.00     0.72
## OIDP_12M    0.59    0.73    0.72     1.00
## 
## n
##          OIDP_BL OIDP_3M OIDP_6M OIDP_12M
## OIDP_BL       45      44      44       44
## OIDP_3M       44      44      43       43
## OIDP_6M       44      43      44       43
## OIDP_12M      44      43      43       44
## 
## P
##          OIDP_BL OIDP_3M OIDP_6M OIDP_12M
## OIDP_BL          7e-04   0e+00   0e+00   
## OIDP_3M  7e-04           0e+00   0e+00   
## OIDP_6M  0e+00   0e+00           0e+00   
## OIDP_12M 0e+00   0e+00   0e+00

Correlation of EQ5D5L

##            EQ5D5L_BL EQ5D5L_3M EQ5D5L_6M EQ5D5L_12M
## EQ5D5L_BL       1.00      0.47      0.54       0.27
## EQ5D5L_3M       0.47      1.00      0.70       0.28
## EQ5D5L_6M       0.54      0.70      1.00       0.45
## EQ5D5L_12M      0.27      0.28      0.45       1.00
## 
## n
##            EQ5D5L_BL EQ5D5L_3M EQ5D5L_6M EQ5D5L_12M
## EQ5D5L_BL         45        43        44         45
## EQ5D5L_3M         43        43        42         43
## EQ5D5L_6M         44        42        44         44
## EQ5D5L_12M        45        43        44         45
## 
## P
##            EQ5D5L_BL EQ5D5L_3M EQ5D5L_6M EQ5D5L_12M
## EQ5D5L_BL            0.0015    0.0002    0.0679    
## EQ5D5L_3M  0.0015              0.0000    0.0696    
## EQ5D5L_6M  0.0002    0.0000              0.0024    
## EQ5D5L_12M 0.0679    0.0696    0.0024

Correlation of EQ5D_VAS

##              EQ5D_VAS_BL EQ5D_VAS_3M EQ5D_VAS_6M EQ5D_VAS_12M
## EQ5D_VAS_BL         1.00        0.72        0.68         0.74
## EQ5D_VAS_3M         0.72        1.00        0.67         0.75
## EQ5D_VAS_6M         0.68        0.67        1.00         0.72
## EQ5D_VAS_12M        0.74        0.75        0.72         1.00
## 
## n
##              EQ5D_VAS_BL EQ5D_VAS_3M EQ5D_VAS_6M EQ5D_VAS_12M
## EQ5D_VAS_BL           45          45          44           45
## EQ5D_VAS_3M           45          45          44           45
## EQ5D_VAS_6M           44          44          44           44
## EQ5D_VAS_12M          45          45          44           45
## 
## P
##              EQ5D_VAS_BL EQ5D_VAS_3M EQ5D_VAS_6M EQ5D_VAS_12M
## EQ5D_VAS_BL               0           0           0          
## EQ5D_VAS_3M   0                       0           0          
## EQ5D_VAS_6M   0           0                       0          
## EQ5D_VAS_12M  0           0           0

Correlation of CSOIDP

##            CSOIDP_BL CSOIDP_3M CSOIDP_6M CSOIDP_12M
## CSOIDP_BL       1.00      0.43      0.68       0.49
## CSOIDP_3M       0.43      1.00      0.39       0.36
## CSOIDP_6M       0.68      0.39      1.00       0.45
## CSOIDP_12M      0.49      0.36      0.45       1.00
## 
## n
##            CSOIDP_BL CSOIDP_3M CSOIDP_6M CSOIDP_12M
## CSOIDP_BL         45        44        43         44
## CSOIDP_3M         44        44        42         43
## CSOIDP_6M         43        42        43         42
## CSOIDP_12M        44        43        42         44
## 
## P
##            CSOIDP_BL CSOIDP_3M CSOIDP_6M CSOIDP_12M
## CSOIDP_BL            0.0037    0.0000    0.0008    
## CSOIDP_3M  0.0037              0.0104    0.0166    
## CSOIDP_6M  0.0000    0.0104              0.0025    
## CSOIDP_12M 0.0008    0.0166    0.0025

Correlation of PostPPD

##             PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M
## PostPPD_BL        1.00       0.46       0.58        0.64
## PostPPD_3M        0.46       1.00       0.84        0.75
## PostPPD_6M        0.58       0.84       1.00        0.88
## PostPPD_12M       0.64       0.75       0.88        1.00
## 
## n
##             PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M
## PostPPD_BL          45         44         43          45
## PostPPD_3M          44         44         42          44
## PostPPD_6M          43         42         43          43
## PostPPD_12M         45         44         43          45
## 
## P
##             PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M
## PostPPD_BL             0.0019     0.0000     0.0000     
## PostPPD_3M  0.0019                0.0000     0.0000     
## PostPPD_6M  0.0000     0.0000                0.0000     
## PostPPD_12M 0.0000     0.0000     0.0000

Correlation of PostNoPPD.5

##                 PostNoPPD.5_BL PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M
## PostNoPPD.5_BL            1.00           0.44           0.60            0.65
## PostNoPPD.5_3M            0.44           1.00           0.84            0.72
## PostNoPPD.5_6M            0.60           0.84           1.00            0.89
## PostNoPPD.5_12M           0.65           0.72           0.89            1.00
## 
## n
##                 PostNoPPD.5_BL PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M
## PostNoPPD.5_BL              45             44             44              45
## PostNoPPD.5_3M              44             44             43              44
## PostNoPPD.5_6M              44             43             44              44
## PostNoPPD.5_12M             45             44             44              45
## 
## P
##                 PostNoPPD.5_BL PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M
## PostNoPPD.5_BL                 0.0026         0.0000         0.0000         
## PostNoPPD.5_3M  0.0026                        0.0000         0.0000         
## PostNoPPD.5_6M  0.0000         0.0000                        0.0000         
## PostNoPPD.5_12M 0.0000         0.0000         0.0000

Correlation of PostREC

##             PostREC_BL PostREC_3M PostREC_6M PostREC_12M
## PostREC_BL        1.00       0.77       0.79        0.85
## PostREC_3M        0.77       1.00       0.97        0.93
## PostREC_6M        0.79       0.97       1.00        0.96
## PostREC_12M       0.85       0.93       0.96        1.00
## 
## n
##             PostREC_BL PostREC_3M PostREC_6M PostREC_12M
## PostREC_BL          45         44         43          45
## PostREC_3M          44         44         42          44
## PostREC_6M          43         42         43          43
## PostREC_12M         45         44         43          45
## 
## P
##             PostREC_BL PostREC_3M PostREC_6M PostREC_12M
## PostREC_BL              0          0          0         
## PostREC_3M   0                     0          0         
## PostREC_6M   0          0                     0         
## PostREC_12M  0          0          0

Correlation of FMBS

##          FMBS_BL FMBS_3M FMBS_6M FMBS_12M
## FMBS_BL     1.00    0.58    0.55     0.50
## FMBS_3M     0.58    1.00    0.58     0.55
## FMBS_6M     0.55    0.58    1.00     0.61
## FMBS_12M    0.50    0.55    0.61     1.00
## 
## n
##          FMBS_BL FMBS_3M FMBS_6M FMBS_12M
## FMBS_BL       45      44      43       45
## FMBS_3M       44      44      42       44
## FMBS_6M       43      42      43       43
## FMBS_12M      45      44      43       45
## 
## P
##          FMBS_BL FMBS_3M FMBS_6M FMBS_12M
## FMBS_BL          0e+00   1e-04   5e-04   
## FMBS_3M  0e+00           0e+00   1e-04   
## FMBS_6M  1e-04   0e+00           0e+00   
## FMBS_12M 5e-04   1e-04   0e+00

Correlation of FMPS

##          FMBS_12M FMPS_BL FMPS_3M FMPS_6M
## FMBS_12M     1.00    0.15    0.41    0.35
## FMPS_BL      0.15    1.00    0.30    0.28
## FMPS_3M      0.41    0.30    1.00    0.49
## FMPS_6M      0.35    0.28    0.49    1.00
## 
## n
##          FMBS_12M FMPS_BL FMPS_3M FMPS_6M
## FMBS_12M       45      45      44      43
## FMPS_BL        45      45      44      43
## FMPS_3M        44      44      44      42
## FMPS_6M        43      43      42      43
## 
## P
##          FMBS_12M FMPS_BL FMPS_3M FMPS_6M
## FMBS_12M          0.3128  0.0063  0.0219 
## FMPS_BL  0.3128           0.0514  0.0658 
## FMPS_3M  0.0063   0.0514          0.0011 
## FMPS_6M  0.0219   0.0658  0.0011

• Change in OIDP score and CS-OIDP score between timepoints BL, 3M and 12M, correlate with those of change in mean probing pocket depth (PPD) or change number of sites PPD≥5 mm for the same time-points? Same for EQ-5D-5L TBD

• Change in OIDP and CS-OIDP scores between BL, 3M and 12M correlation with change in index value of EQ-5D-5L TBD

• possible calculate minimally important difference for this study? TBD

Correlations clinical vs QoL

• cross-sectional at BL, 3M and 12M (i.e. No. PPD ≥5mm with OIDP, CS-OIDP, EQ-5D-5L, EQ-5D-VAS etc)

Creating subsets by wave (BL, 3m, 6m and 12m)

Pearson correlation: Correlation for two continuous variables with at least one normally distributed

Spearman correlation: correlation between two continuous variables based on ranks, no type of distribution is assumed.

Correlations at BL (Pearson and Spearman)

The output in these analysis consist of three elements: the correlation value, the number of observations from which the pairwise correlation was estimated from and the p-value associated with the correlation.

Please note that the absence of a strong correlation does not mean that the variables are not correlated. Most of the variables have moderate correlations.

Strong correlations (>0.7) pearson:

OIDP: CSOIDP

EQ5D5L: None

EQ5D VAS: None

CSOIDP: OIDP

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

Strong correlations (>0.7) spearman:

OIDP: CSOIDP

EQ5DL5: None

EQ5D VAS: None

CSOIDP: OIDP

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

Correlations at 3M

Strong correlations (>0.7) pearson:

OIDP: CSOIDP

EQ5DL5: None

EQ5D VAS: None

CSOIDP: OIDP

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

Strong correlations (>0.7) spearman:

OIDP: None

EQ5DL5: None

EQ5D VAS: None

CSOIDP: None

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

rcorr(as.matrix(df1_3m[,3:11]), type = "pearson")

##                OIDP_3M EQ5D5L_3M EQ5D_VAS_3M CSOIDP_3M PostPPD_3M
## OIDP_3M           1.00     -0.37       -0.42      0.83       0.18
## EQ5D5L_3M        -0.37      1.00        0.55     -0.12      -0.18
## EQ5D_VAS_3M      -0.42      0.55        1.00     -0.16      -0.18
## CSOIDP_3M         0.83     -0.12       -0.16      1.00       0.13
## PostPPD_3M        0.18     -0.18       -0.18      0.13       1.00
## PostNoPPD.5_3M    0.15     -0.15       -0.07      0.09       0.92
## PostREC_3M       -0.03      0.29        0.03      0.00      -0.22
## FMBS_3M           0.17      0.00       -0.05      0.06       0.27
## FMPS_3M          -0.12      0.09        0.25     -0.19       0.12
##                PostNoPPD.5_3M PostREC_3M FMBS_3M FMPS_3M
## OIDP_3M                  0.15      -0.03    0.17   -0.12
## EQ5D5L_3M               -0.15       0.29    0.00    0.09
## EQ5D_VAS_3M             -0.07       0.03   -0.05    0.25
## CSOIDP_3M                0.09       0.00    0.06   -0.19
## PostPPD_3M               0.92      -0.22    0.27    0.12
## PostNoPPD.5_3M           1.00      -0.25    0.33    0.18
## PostREC_3M              -0.25       1.00   -0.14   -0.14
## FMBS_3M                  0.33      -0.14    1.00    0.51
## FMPS_3M                  0.18      -0.14    0.51    1.00
## 
## n
##                OIDP_3M EQ5D5L_3M EQ5D_VAS_3M CSOIDP_3M PostPPD_3M
## OIDP_3M             44        43          44        44         44
## EQ5D5L_3M           43        43          43        43         43
## EQ5D_VAS_3M         44        43          45        44         44
## CSOIDP_3M           44        43          44        44         44
## PostPPD_3M          44        43          44        44         44
## PostNoPPD.5_3M      44        43          44        44         44
## PostREC_3M          44        43          44        44         44
## FMBS_3M             44        43          44        44         44
## FMPS_3M             44        43          44        44         44
##                PostNoPPD.5_3M PostREC_3M FMBS_3M FMPS_3M
## OIDP_3M                    44         44      44      44
## EQ5D5L_3M                  43         43      43      43
## EQ5D_VAS_3M                44         44      44      44
## CSOIDP_3M                  44         44      44      44
## PostPPD_3M                 44         44      44      44
## PostNoPPD.5_3M             44         44      44      44
## PostREC_3M                 44         44      44      44
## FMBS_3M                    44         44      44      44
## FMPS_3M                    44         44      44      44
## 
## P
##                OIDP_3M EQ5D5L_3M EQ5D_VAS_3M CSOIDP_3M PostPPD_3M
## OIDP_3M                0.0139    0.0040      0.0000    0.2325    
## EQ5D5L_3M      0.0139            0.0001      0.4606    0.2445    
## EQ5D_VAS_3M    0.0040  0.0001                0.3091    0.2484    
## CSOIDP_3M      0.0000  0.4606    0.3091                0.3978    
## PostPPD_3M     0.2325  0.2445    0.2484      0.3978              
## PostNoPPD.5_3M 0.3277  0.3340    0.6329      0.5754    0.0000    
## PostREC_3M     0.8259  0.0636    0.8438      0.9780    0.1559    
## FMBS_3M        0.2738  0.9917    0.7379      0.6891    0.0768    
## FMPS_3M        0.4228  0.5488    0.0968      0.2071    0.4286    
##                PostNoPPD.5_3M PostREC_3M FMBS_3M FMPS_3M
## OIDP_3M        0.3277         0.8259     0.2738  0.4228 
## EQ5D5L_3M      0.3340         0.0636     0.9917  0.5488 
## EQ5D_VAS_3M    0.6329         0.8438     0.7379  0.0968 
## CSOIDP_3M      0.5754         0.9780     0.6891  0.2071 
## PostPPD_3M     0.0000         0.1559     0.0768  0.4286 
## PostNoPPD.5_3M                0.0954     0.0294  0.2556 
## PostREC_3M     0.0954                    0.3504  0.3591 
## FMBS_3M        0.0294         0.3504             0.0004 
## FMPS_3M        0.2556         0.3591     0.0004

rcorr(as.matrix(df1_3m[,3:11]), type = "spearman")

##                OIDP_3M EQ5D5L_3M EQ5D_VAS_3M CSOIDP_3M PostPPD_3M
## OIDP_3M           1.00     -0.51       -0.27      0.54       0.23
## EQ5D5L_3M        -0.51      1.00        0.50     -0.08      -0.14
## EQ5D_VAS_3M      -0.27      0.50        1.00     -0.10      -0.08
## CSOIDP_3M         0.54     -0.08       -0.10      1.00       0.09
## PostPPD_3M        0.23     -0.14       -0.08      0.09       1.00
## PostNoPPD.5_3M    0.17     -0.14        0.00      0.03       0.93
## PostREC_3M        0.04      0.22        0.03      0.04      -0.23
## FMBS_3M           0.03      0.11        0.02      0.04       0.30
## FMPS_3M          -0.02      0.18        0.30     -0.16       0.23
##                PostNoPPD.5_3M PostREC_3M FMBS_3M FMPS_3M
## OIDP_3M                  0.17       0.04    0.03   -0.02
## EQ5D5L_3M               -0.14       0.22    0.11    0.18
## EQ5D_VAS_3M              0.00       0.03    0.02    0.30
## CSOIDP_3M                0.03       0.04    0.04   -0.16
## PostPPD_3M               0.93      -0.23    0.30    0.23
## PostNoPPD.5_3M           1.00      -0.17    0.36    0.26
## PostREC_3M              -0.17       1.00   -0.08   -0.19
## FMBS_3M                  0.36      -0.08    1.00    0.56
## FMPS_3M                  0.26      -0.19    0.56    1.00
## 
## n
##                OIDP_3M EQ5D5L_3M EQ5D_VAS_3M CSOIDP_3M PostPPD_3M
## OIDP_3M             44        43          44        44         44
## EQ5D5L_3M           43        43          43        43         43
## EQ5D_VAS_3M         44        43          45        44         44
## CSOIDP_3M           44        43          44        44         44
## PostPPD_3M          44        43          44        44         44
## PostNoPPD.5_3M      44        43          44        44         44
## PostREC_3M          44        43          44        44         44
## FMBS_3M             44        43          44        44         44
## FMPS_3M             44        43          44        44         44
##                PostNoPPD.5_3M PostREC_3M FMBS_3M FMPS_3M
## OIDP_3M                    44         44      44      44
## EQ5D5L_3M                  43         43      43      43
## EQ5D_VAS_3M                44         44      44      44
## CSOIDP_3M                  44         44      44      44
## PostPPD_3M                 44         44      44      44
## PostNoPPD.5_3M             44         44      44      44
## PostREC_3M                 44         44      44      44
## FMBS_3M                    44         44      44      44
## FMPS_3M                    44         44      44      44
## 
## P
##                OIDP_3M EQ5D5L_3M EQ5D_VAS_3M CSOIDP_3M PostPPD_3M
## OIDP_3M                0.0004    0.0795      0.0001    0.1405    
## EQ5D5L_3M      0.0004            0.0006      0.6144    0.3611    
## EQ5D_VAS_3M    0.0795  0.0006                0.5306    0.5872    
## CSOIDP_3M      0.0001  0.6144    0.5306                0.5751    
## PostPPD_3M     0.1405  0.3611    0.5872      0.5751              
## PostNoPPD.5_3M 0.2823  0.3566    0.9947      0.8568    0.0000    
## PostREC_3M     0.8067  0.1634    0.8614      0.7871    0.1373    
## FMBS_3M        0.8278  0.5002    0.9071      0.8061    0.0476    
## FMPS_3M        0.8861  0.2372    0.0444      0.2904    0.1404    
##                PostNoPPD.5_3M PostREC_3M FMBS_3M FMPS_3M
## OIDP_3M        0.2823         0.8067     0.8278  0.8861 
## EQ5D5L_3M      0.3566         0.1634     0.5002  0.2372 
## EQ5D_VAS_3M    0.9947         0.8614     0.9071  0.0444 
## CSOIDP_3M      0.8568         0.7871     0.8061  0.2904 
## PostPPD_3M     0.0000         0.1373     0.0476  0.1404 
## PostNoPPD.5_3M                0.2805     0.0167  0.0847 
## PostREC_3M     0.2805                    0.6134  0.2138 
## FMBS_3M        0.0167         0.6134             0.0000 
## FMPS_3M        0.0847         0.2138     0.0000

Correlations at 6m

Strong correlations (>0.7) pearson:

OIDP: None

EQ5DL5: None

EQ5D VAS: None

CSOIDP: None

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

Strong correlations (>0.7) spearman:

OIDP: None

EQ5DL5: None

EQ5D VAS: None

CSOIDP: None

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

rcorr(as.matrix(df1_6m[,3:11]), type = "pearson")

##                OIDP_6M EQ5D5L_6M EQ5D_VAS_6M CSOIDP_6M PostPPD_6M
## OIDP_6M           1.00     -0.03       -0.19      0.54       0.09
## EQ5D5L_6M        -0.03      1.00        0.48     -0.33      -0.19
## EQ5D_VAS_6M      -0.19      0.48        1.00     -0.13      -0.09
## CSOIDP_6M         0.54     -0.33       -0.13      1.00       0.09
## PostPPD_6M        0.09     -0.19       -0.09      0.09       1.00
## PostNoPPD.5_6M    0.06     -0.10       -0.04      0.10       0.90
## PostREC_6M        0.06      0.06       -0.11     -0.06      -0.32
## FMBS_6M          -0.06      0.06        0.04     -0.08       0.51
## FMPS_6M          -0.09      0.02        0.03      0.12       0.22
##                PostNoPPD.5_6M PostREC_6M FMBS_6M FMPS_6M
## OIDP_6M                  0.06       0.06   -0.06   -0.09
## EQ5D5L_6M               -0.10       0.06    0.06    0.02
## EQ5D_VAS_6M             -0.04      -0.11    0.04    0.03
## CSOIDP_6M                0.10      -0.06   -0.08    0.12
## PostPPD_6M               0.90      -0.32    0.51    0.22
## PostNoPPD.5_6M           1.00      -0.33    0.50    0.25
## PostREC_6M              -0.33       1.00   -0.21    0.01
## FMBS_6M                  0.50      -0.21    1.00    0.27
## FMPS_6M                  0.25       0.01    0.27    1.00
## 
## n
##                OIDP_6M EQ5D5L_6M EQ5D_VAS_6M CSOIDP_6M PostPPD_6M
## OIDP_6M             44        44          44        43         43
## EQ5D5L_6M           44        44          44        43         43
## EQ5D_VAS_6M         44        44          44        43         43
## CSOIDP_6M           43        43          43        43         43
## PostPPD_6M          43        43          43        43         43
## PostNoPPD.5_6M      44        44          44        43         43
## PostREC_6M          43        43          43        43         43
## FMBS_6M             43        43          43        43         43
## FMPS_6M             43        43          43        43         43
##                PostNoPPD.5_6M PostREC_6M FMBS_6M FMPS_6M
## OIDP_6M                    44         43      43      43
## EQ5D5L_6M                  44         43      43      43
## EQ5D_VAS_6M                44         43      43      43
## CSOIDP_6M                  43         43      43      43
## PostPPD_6M                 43         43      43      43
## PostNoPPD.5_6M             44         43      43      43
## PostREC_6M                 43         43      43      43
## FMBS_6M                    43         43      43      43
## FMPS_6M                    43         43      43      43
## 
## P
##                OIDP_6M EQ5D5L_6M EQ5D_VAS_6M CSOIDP_6M PostPPD_6M
## OIDP_6M                0.8363    0.2208      0.0002    0.5667    
## EQ5D5L_6M      0.8363            0.0009      0.0318    0.2291    
## EQ5D_VAS_6M    0.2208  0.0009                0.4123    0.5700    
## CSOIDP_6M      0.0002  0.0318    0.4123                0.5729    
## PostPPD_6M     0.5667  0.2291    0.5700      0.5729              
## PostNoPPD.5_6M 0.7188  0.5328    0.7750      0.5378    0.0000    
## PostREC_6M     0.6987  0.7100    0.4915      0.6920    0.0356    
## FMBS_6M        0.6816  0.7072    0.7792      0.5908    0.0005    
## FMPS_6M        0.5759  0.8935    0.8585      0.4471    0.1588    
##                PostNoPPD.5_6M PostREC_6M FMBS_6M FMPS_6M
## OIDP_6M        0.7188         0.6987     0.6816  0.5759 
## EQ5D5L_6M      0.5328         0.7100     0.7072  0.8935 
## EQ5D_VAS_6M    0.7750         0.4915     0.7792  0.8585 
## CSOIDP_6M      0.5378         0.6920     0.5908  0.4471 
## PostPPD_6M     0.0000         0.0356     0.0005  0.1588 
## PostNoPPD.5_6M                0.0322     0.0007  0.1036 
## PostREC_6M     0.0322                    0.1786  0.9391 
## FMBS_6M        0.0007         0.1786             0.0794 
## FMPS_6M        0.1036         0.9391     0.0794

rcorr(as.matrix(df1_6m[,3:11]), type = "spearman")

##                OIDP_6M EQ5D5L_6M EQ5D_VAS_6M CSOIDP_6M PostPPD_6M
## OIDP_6M           1.00     -0.24       -0.10      0.55       0.20
## EQ5D5L_6M        -0.24      1.00        0.40     -0.29      -0.25
## EQ5D_VAS_6M      -0.10      0.40        1.00     -0.21      -0.14
## CSOIDP_6M         0.55     -0.29       -0.21      1.00       0.16
## PostPPD_6M        0.20     -0.25       -0.14      0.16       1.00
## PostNoPPD.5_6M    0.23     -0.23       -0.16      0.18       0.89
## PostREC_6M        0.03      0.06       -0.06     -0.02      -0.27
## FMBS_6M           0.15      0.00       -0.03     -0.05       0.49
## FMPS_6M           0.10      0.08        0.11     -0.03       0.32
##                PostNoPPD.5_6M PostREC_6M FMBS_6M FMPS_6M
## OIDP_6M                  0.23       0.03    0.15    0.10
## EQ5D5L_6M               -0.23       0.06    0.00    0.08
## EQ5D_VAS_6M             -0.16      -0.06   -0.03    0.11
## CSOIDP_6M                0.18      -0.02   -0.05   -0.03
## PostPPD_6M               0.89      -0.27    0.49    0.32
## PostNoPPD.5_6M           1.00      -0.32    0.44    0.37
## PostREC_6M              -0.32       1.00   -0.21    0.02
## FMBS_6M                  0.44      -0.21    1.00    0.35
## FMPS_6M                  0.37       0.02    0.35    1.00
## 
## n
##                OIDP_6M EQ5D5L_6M EQ5D_VAS_6M CSOIDP_6M PostPPD_6M
## OIDP_6M             44        44          44        43         43
## EQ5D5L_6M           44        44          44        43         43
## EQ5D_VAS_6M         44        44          44        43         43
## CSOIDP_6M           43        43          43        43         43
## PostPPD_6M          43        43          43        43         43
## PostNoPPD.5_6M      44        44          44        43         43
## PostREC_6M          43        43          43        43         43
## FMBS_6M             43        43          43        43         43
## FMPS_6M             43        43          43        43         43
##                PostNoPPD.5_6M PostREC_6M FMBS_6M FMPS_6M
## OIDP_6M                    44         43      43      43
## EQ5D5L_6M                  44         43      43      43
## EQ5D_VAS_6M                44         43      43      43
## CSOIDP_6M                  43         43      43      43
## PostPPD_6M                 43         43      43      43
## PostNoPPD.5_6M             44         43      43      43
## PostREC_6M                 43         43      43      43
## FMBS_6M                    43         43      43      43
## FMPS_6M                    43         43      43      43
## 
## P
##                OIDP_6M EQ5D5L_6M EQ5D_VAS_6M CSOIDP_6M PostPPD_6M
## OIDP_6M                0.1133    0.5185      0.0001    0.2019    
## EQ5D5L_6M      0.1133            0.0078      0.0593    0.1039    
## EQ5D_VAS_6M    0.5185  0.0078                0.1851    0.3606    
## CSOIDP_6M      0.0001  0.0593    0.1851                0.3198    
## PostPPD_6M     0.2019  0.1039    0.3606      0.3198              
## PostNoPPD.5_6M 0.1305  0.1376    0.2971      0.2458    0.0000    
## PostREC_6M     0.8374  0.6803    0.6933      0.8990    0.0802    
## FMBS_6M        0.3468  0.9840    0.8518      0.7480    0.0008    
## FMPS_6M        0.5336  0.6173    0.4654      0.8724    0.0352    
##                PostNoPPD.5_6M PostREC_6M FMBS_6M FMPS_6M
## OIDP_6M        0.1305         0.8374     0.3468  0.5336 
## EQ5D5L_6M      0.1376         0.6803     0.9840  0.6173 
## EQ5D_VAS_6M    0.2971         0.6933     0.8518  0.4654 
## CSOIDP_6M      0.2458         0.8990     0.7480  0.8724 
## PostPPD_6M     0.0000         0.0802     0.0008  0.0352 
## PostNoPPD.5_6M                0.0349     0.0032  0.0149 
## PostREC_6M     0.0349                    0.1729  0.9228 
## FMBS_6M        0.0032         0.1729             0.0228 
## FMPS_6M        0.0149         0.9228     0.0228

Correlations at 12m

Strong correlations (>0.7) pearson:

OIDP: CSOIDP

EQ5DL5: None

EQ5D VAS: None

CSOIDP: OIDP

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

Strong correlations (>0.7) spearman:

OIDP: None

EQ5DL5: None

EQ5D VAS: None

CSOIDP: None

Post PPD: Post PPD N5

Post PPD N5: Post PPD

Post REC: None

FMBS: None

FMPS: None

rcorr(as.matrix(df1_12m[,3:11]), type = "pearson")

##                 OIDP_12M EQ5D5L_12M EQ5D_VAS_12M CSOIDP_12M PostPPD_12M
## OIDP_12M            1.00      -0.21        -0.17       0.81        0.04
## EQ5D5L_12M         -0.21       1.00         0.44      -0.02       -0.07
## EQ5D_VAS_12M       -0.17       0.44         1.00      -0.16        0.00
## CSOIDP_12M          0.81      -0.02        -0.16       1.00        0.00
## PostPPD_12M         0.04      -0.07         0.00       0.00        1.00
## PostNoPPD.5_12M     0.04      -0.09         0.04      -0.09        0.90
## PostREC_12M         0.02       0.20         0.04       0.03       -0.21
## FMBS_12M            0.07       0.05         0.13       0.07        0.57
## FMPS_12M           -0.14      -0.07         0.02      -0.11        0.29
##                 PostNoPPD.5_12M PostREC_12M FMBS_12M FMPS_12M
## OIDP_12M                   0.04        0.02     0.07    -0.14
## EQ5D5L_12M                -0.09        0.20     0.05    -0.07
## EQ5D_VAS_12M               0.04        0.04     0.13     0.02
## CSOIDP_12M                -0.09        0.03     0.07    -0.11
## PostPPD_12M                0.90       -0.21     0.57     0.29
## PostNoPPD.5_12M            1.00       -0.35     0.56     0.32
## PostREC_12M               -0.35        1.00    -0.25    -0.20
## FMBS_12M                   0.56       -0.25     1.00     0.38
## FMPS_12M                   0.32       -0.20     0.38     1.00
## 
## n
##                 OIDP_12M EQ5D5L_12M EQ5D_VAS_12M CSOIDP_12M PostPPD_12M
## OIDP_12M              44         44           44         44          44
## EQ5D5L_12M            44         45           45         44          45
## EQ5D_VAS_12M          44         45           45         44          45
## CSOIDP_12M            44         44           44         44          44
## PostPPD_12M           44         45           45         44          45
## PostNoPPD.5_12M       44         45           45         44          45
## PostREC_12M           44         45           45         44          45
## FMBS_12M              44         45           45         44          45
## FMPS_12M              44         45           45         44          45
##                 PostNoPPD.5_12M PostREC_12M FMBS_12M FMPS_12M
## OIDP_12M                     44          44       44       44
## EQ5D5L_12M                   45          45       45       45
## EQ5D_VAS_12M                 45          45       45       45
## CSOIDP_12M                   44          44       44       44
## PostPPD_12M                  45          45       45       45
## PostNoPPD.5_12M              45          45       45       45
## PostREC_12M                  45          45       45       45
## FMBS_12M                     45          45       45       45
## FMPS_12M                     45          45       45       45
## 
## P
##                 OIDP_12M EQ5D5L_12M EQ5D_VAS_12M CSOIDP_12M PostPPD_12M
## OIDP_12M                 0.1801     0.2753       0.0000     0.8099     
## EQ5D5L_12M      0.1801              0.0027       0.8791     0.6372     
## EQ5D_VAS_12M    0.2753   0.0027                  0.3062     0.9965     
## CSOIDP_12M      0.0000   0.8791     0.3062                  0.9836     
## PostPPD_12M     0.8099   0.6372     0.9965       0.9836                
## PostNoPPD.5_12M 0.7812   0.5406     0.8012       0.5485     0.0000     
## PostREC_12M     0.8783   0.1895     0.7910       0.8710     0.1598     
## FMBS_12M        0.6602   0.7350     0.3845       0.6739     0.0000     
## FMPS_12M        0.3526   0.6281     0.8874       0.4764     0.0565     
##                 PostNoPPD.5_12M PostREC_12M FMBS_12M FMPS_12M
## OIDP_12M        0.7812          0.8783      0.6602   0.3526  
## EQ5D5L_12M      0.5406          0.1895      0.7350   0.6281  
## EQ5D_VAS_12M    0.8012          0.7910      0.3845   0.8874  
## CSOIDP_12M      0.5485          0.8710      0.6739   0.4764  
## PostPPD_12M     0.0000          0.1598      0.0000   0.0565  
## PostNoPPD.5_12M                 0.0195      0.0000   0.0339  
## PostREC_12M     0.0195                      0.0942   0.1814  
## FMBS_12M        0.0000          0.0942               0.0090  
## FMPS_12M        0.0339          0.1814      0.0090

rcorr(as.matrix(df1_12m[,3:11]), type = "spearman")

##                 OIDP_12M EQ5D5L_12M EQ5D_VAS_12M CSOIDP_12M PostPPD_12M
## OIDP_12M            1.00      -0.22        -0.20       0.65        0.04
## EQ5D5L_12M         -0.22       1.00         0.31      -0.23       -0.14
## EQ5D_VAS_12M       -0.20       0.31         1.00      -0.26        0.02
## CSOIDP_12M          0.65      -0.23        -0.26       1.00        0.04
## PostPPD_12M         0.04      -0.14         0.02       0.04        1.00
## PostNoPPD.5_12M     0.09      -0.15        -0.03       0.00        0.93
## PostREC_12M         0.00       0.16         0.14      -0.05       -0.19
## FMBS_12M           -0.03       0.10         0.05       0.02        0.59
## FMPS_12M           -0.16      -0.04         0.10      -0.05        0.31
##                 PostNoPPD.5_12M PostREC_12M FMBS_12M FMPS_12M
## OIDP_12M                   0.09        0.00    -0.03    -0.16
## EQ5D5L_12M                -0.15        0.16     0.10    -0.04
## EQ5D_VAS_12M              -0.03        0.14     0.05     0.10
## CSOIDP_12M                 0.00       -0.05     0.02    -0.05
## PostPPD_12M                0.93       -0.19     0.59     0.31
## PostNoPPD.5_12M            1.00       -0.26     0.59     0.39
## PostREC_12M               -0.26        1.00    -0.23    -0.27
## FMBS_12M                   0.59       -0.23     1.00     0.39
## FMPS_12M                   0.39       -0.27     0.39     1.00
## 
## n
##                 OIDP_12M EQ5D5L_12M EQ5D_VAS_12M CSOIDP_12M PostPPD_12M
## OIDP_12M              44         44           44         44          44
## EQ5D5L_12M            44         45           45         44          45
## EQ5D_VAS_12M          44         45           45         44          45
## CSOIDP_12M            44         44           44         44          44
## PostPPD_12M           44         45           45         44          45
## PostNoPPD.5_12M       44         45           45         44          45
## PostREC_12M           44         45           45         44          45
## FMBS_12M              44         45           45         44          45
## FMPS_12M              44         45           45         44          45
##                 PostNoPPD.5_12M PostREC_12M FMBS_12M FMPS_12M
## OIDP_12M                     44          44       44       44
## EQ5D5L_12M                   45          45       45       45
## EQ5D_VAS_12M                 45          45       45       45
## CSOIDP_12M                   44          44       44       44
## PostPPD_12M                  45          45       45       45
## PostNoPPD.5_12M              45          45       45       45
## PostREC_12M                  45          45       45       45
## FMBS_12M                     45          45       45       45
## FMPS_12M                     45          45       45       45
## 
## P
##                 OIDP_12M EQ5D5L_12M EQ5D_VAS_12M CSOIDP_12M PostPPD_12M
## OIDP_12M                 0.1496     0.1833       0.0000     0.8019     
## EQ5D5L_12M      0.1496              0.0370       0.1372     0.3621     
## EQ5D_VAS_12M    0.1833   0.0370                  0.0826     0.9111     
## CSOIDP_12M      0.0000   0.1372     0.0826                  0.7862     
## PostPPD_12M     0.8019   0.3621     0.9111       0.7862                
## PostNoPPD.5_12M 0.5618   0.3296     0.8619       0.9798     0.0000     
## PostREC_12M     0.9850   0.2998     0.3678       0.7454     0.2065     
## FMBS_12M        0.8218   0.4972     0.7454       0.8750     0.0000     
## FMPS_12M        0.3045   0.7951     0.5156       0.7273     0.0358     
##                 PostNoPPD.5_12M PostREC_12M FMBS_12M FMPS_12M
## OIDP_12M        0.5618          0.9850      0.8218   0.3045  
## EQ5D5L_12M      0.3296          0.2998      0.4972   0.7951  
## EQ5D_VAS_12M    0.8619          0.3678      0.7454   0.5156  
## CSOIDP_12M      0.9798          0.7454      0.8750   0.7273  
## PostPPD_12M     0.0000          0.2065      0.0000   0.0358  
## PostNoPPD.5_12M                 0.0792      0.0000   0.0078  
## PostREC_12M     0.0792                      0.1360   0.0780  
## FMBS_12M        0.0000          0.1360               0.0086  
## FMPS_12M        0.0078          0.0780      0.0086

Spearman correlation of clinical with PROMs variables

flextable(corr_spearman)

Pearson correlation of clinical with PROMs variables

Correlations by Tx group

Spearman (normal) and then pearson (non-normal) ### RPFO

## Warning in if (rownames.force %in% FALSE) NULL else if (rownames.force %in% :
## the condition has length > 1 and only the first element will be used

##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL            1.00       0.43       0.39        0.33           0.86
## PostPPD_3M            0.43       1.00       0.79        0.60           0.22
## PostPPD_6M            0.39       0.79       1.00        0.90           0.35
## PostPPD_12M           0.33       0.60       0.90        1.00           0.41
## PostNoPPD.5_BL        0.86       0.22       0.35        0.41           1.00
## PostNoPPD.5_3M        0.63       0.86       0.65        0.56           0.52
## PostNoPPD.5_6M        0.43       0.56       0.90        0.86           0.49
## PostNoPPD.5_12M       0.34       0.51       0.87        0.91           0.45
## PostREC_BL           -0.06       0.33      -0.17       -0.14          -0.24
## PostREC_3M            0.20       0.06      -0.21       -0.17           0.07
## PostREC_6M            0.19       0.15      -0.37       -0.32           0.07
## PostREC_12M           0.19       0.23      -0.35       -0.36           0.01
## FMBS_BL               0.40       0.29       0.08        0.01           0.47
## FMBS_3M               0.08       0.20      -0.23        0.01           0.19
## FMBS_6M              -0.06      -0.03       0.45        0.27           0.04
## FMBS_12M             -0.21       0.00       0.34        0.58          -0.04
## FMPS_BL              -0.28      -0.21      -0.13       -0.13          -0.24
## FMPS_3M               0.35       0.20       0.23        0.27           0.34
## FMPS_6M              -0.04      -0.10       0.14        0.14          -0.09
## FMPS_12M              0.19       0.15       0.24        0.17          -0.05
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                0.63           0.43            0.34      -0.06
## PostPPD_3M                0.86           0.56            0.51       0.33
## PostPPD_6M                0.65           0.90            0.87      -0.17
## PostPPD_12M               0.56           0.86            0.91      -0.14
## PostNoPPD.5_BL            0.52           0.49            0.45      -0.24
## PostNoPPD.5_3M            1.00           0.71            0.62       0.30
## PostNoPPD.5_6M            0.71           1.00            0.97      -0.26
## PostNoPPD.5_12M           0.62           0.97            1.00      -0.23
## PostREC_BL                0.30          -0.26           -0.23       1.00
## PostREC_3M                0.19          -0.16           -0.15       0.81
## PostREC_6M                0.29          -0.35           -0.31       0.83
## PostREC_12M               0.33          -0.34           -0.33       0.85
## FMBS_BL                   0.40           0.14            0.06      -0.34
## FMBS_3M                   0.37           0.13            0.27      -0.12
## FMBS_6M                  -0.20           0.52            0.49      -0.65
## FMBS_12M                 -0.15           0.37            0.50      -0.28
## FMPS_BL                  -0.16          -0.03           -0.01      -0.44
## FMPS_3M                   0.38           0.53            0.56      -0.12
## FMPS_6M                  -0.08           0.17            0.14       0.05
## FMPS_12M                  0.06           0.19            0.14      -0.02
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL            0.20       0.19        0.19    0.40    0.08   -0.06
## PostPPD_3M            0.06       0.15        0.23    0.29    0.20   -0.03
## PostPPD_6M           -0.21      -0.37       -0.35    0.08   -0.23    0.45
## PostPPD_12M          -0.17      -0.32       -0.36    0.01    0.01    0.27
## PostNoPPD.5_BL        0.07       0.07        0.01    0.47    0.19    0.04
## PostNoPPD.5_3M        0.19       0.29        0.33    0.40    0.37   -0.20
## PostNoPPD.5_6M       -0.16      -0.35       -0.34    0.14    0.13    0.52
## PostNoPPD.5_12M      -0.15      -0.31       -0.33    0.06    0.27    0.49
## PostREC_BL            0.81       0.83        0.85   -0.34   -0.12   -0.65
## PostREC_3M            1.00       0.99        0.95   -0.45   -0.24   -0.74
## PostREC_6M            0.99       1.00        0.98   -0.28   -0.11   -0.72
## PostREC_12M           0.95       0.98        1.00   -0.19   -0.03   -0.66
## FMBS_BL              -0.45      -0.28       -0.19    1.00    0.66    0.35
## FMBS_3M              -0.24      -0.11       -0.03    0.66    1.00    0.42
## FMBS_6M              -0.74      -0.72       -0.66    0.35    0.42    1.00
## FMBS_12M             -0.49      -0.50       -0.53    0.07    0.24    0.35
## FMPS_BL              -0.40      -0.45       -0.36    0.15    0.22    0.29
## FMPS_3M              -0.07      -0.01        0.04    0.60    0.64    0.19
## FMPS_6M               0.13       0.07        0.07   -0.15   -0.30   -0.17
## FMPS_12M              0.07       0.03        0.04    0.08    0.06    0.01
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL         -0.21   -0.28    0.35   -0.04     0.19
## PostPPD_3M          0.00   -0.21    0.20   -0.10     0.15
## PostPPD_6M          0.34   -0.13    0.23    0.14     0.24
## PostPPD_12M         0.58   -0.13    0.27    0.14     0.17
## PostNoPPD.5_BL     -0.04   -0.24    0.34   -0.09    -0.05
## PostNoPPD.5_3M     -0.15   -0.16    0.38   -0.08     0.06
## PostNoPPD.5_6M      0.37   -0.03    0.53    0.17     0.19
## PostNoPPD.5_12M     0.50   -0.01    0.56    0.14     0.14
## PostREC_BL         -0.28   -0.44   -0.12    0.05    -0.02
## PostREC_3M         -0.49   -0.40   -0.07    0.13     0.07
## PostREC_6M         -0.50   -0.45   -0.01    0.07     0.03
## PostREC_12M        -0.53   -0.36    0.04    0.07     0.04
## FMBS_BL             0.07    0.15    0.60   -0.15     0.08
## FMBS_3M             0.24    0.22    0.64   -0.30     0.06
## FMBS_6M             0.35    0.29    0.19   -0.17     0.01
## FMBS_12M            1.00    0.09    0.11    0.23     0.01
## FMPS_BL             0.09    1.00    0.03    0.18     0.05
## FMPS_3M             0.11    0.03    1.00    0.15     0.49
## FMPS_6M             0.23    0.18    0.15    1.00     0.55
## FMPS_12M            0.01    0.05    0.49    0.55     1.00
## 
## n
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL              15         14         14          15             15
## PostPPD_3M              14         14         13          14             14
## PostPPD_6M              14         13         14          14             14
## PostPPD_12M             15         14         14          15             15
## PostNoPPD.5_BL          15         14         14          15             15
## PostNoPPD.5_3M          14         14         13          14             14
## PostNoPPD.5_6M          14         13         14          14             14
## PostNoPPD.5_12M         15         14         14          15             15
## PostREC_BL              15         14         14          15             15
## PostREC_3M              14         14         13          14             14
## PostREC_6M              14         13         14          14             14
## PostREC_12M             15         14         14          15             15
## FMBS_BL                 15         14         14          15             15
## FMBS_3M                 14         14         13          14             14
## FMBS_6M                 14         13         14          14             14
## FMBS_12M                15         14         14          15             15
## FMPS_BL                 15         14         14          15             15
## FMPS_3M                 14         14         13          14             14
## FMPS_6M                 14         13         14          14             14
## FMPS_12M                15         14         14          15             15
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                  14             14              15         15
## PostPPD_3M                  14             13              14         14
## PostPPD_6M                  13             14              14         14
## PostPPD_12M                 14             14              15         15
## PostNoPPD.5_BL              14             14              15         15
## PostNoPPD.5_3M              14             13              14         14
## PostNoPPD.5_6M              13             14              14         14
## PostNoPPD.5_12M             14             14              15         15
## PostREC_BL                  14             14              15         15
## PostREC_3M                  14             13              14         14
## PostREC_6M                  13             14              14         14
## PostREC_12M                 14             14              15         15
## FMBS_BL                     14             14              15         15
## FMBS_3M                     14             13              14         14
## FMBS_6M                     13             14              14         14
## FMBS_12M                    14             14              15         15
## FMPS_BL                     14             14              15         15
## FMPS_3M                     14             13              14         14
## FMPS_6M                     13             14              14         14
## FMPS_12M                    14             14              15         15
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL              14         14          15      15      14      14
## PostPPD_3M              14         13          14      14      14      13
## PostPPD_6M              13         14          14      14      13      14
## PostPPD_12M             14         14          15      15      14      14
## PostNoPPD.5_BL          14         14          15      15      14      14
## PostNoPPD.5_3M          14         13          14      14      14      13
## PostNoPPD.5_6M          13         14          14      14      13      14
## PostNoPPD.5_12M         14         14          15      15      14      14
## PostREC_BL              14         14          15      15      14      14
## PostREC_3M              14         13          14      14      14      13
## PostREC_6M              13         14          14      14      13      14
## PostREC_12M             14         14          15      15      14      14
## FMBS_BL                 14         14          15      15      14      14
## FMBS_3M                 14         13          14      14      14      13
## FMBS_6M                 13         14          14      14      13      14
## FMBS_12M                14         14          15      15      14      14
## FMPS_BL                 14         14          15      15      14      14
## FMPS_3M                 14         13          14      14      14      13
## FMPS_6M                 13         14          14      14      13      14
## FMPS_12M                14         14          15      15      14      14
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL            15      15      14      14       15
## PostPPD_3M            14      14      14      13       14
## PostPPD_6M            14      14      13      14       14
## PostPPD_12M           15      15      14      14       15
## PostNoPPD.5_BL        15      15      14      14       15
## PostNoPPD.5_3M        14      14      14      13       14
## PostNoPPD.5_6M        14      14      13      14       14
## PostNoPPD.5_12M       15      15      14      14       15
## PostREC_BL            15      15      14      14       15
## PostREC_3M            14      14      14      13       14
## PostREC_6M            14      14      13      14       14
## PostREC_12M           15      15      14      14       15
## FMBS_BL               15      15      14      14       15
## FMBS_3M               14      14      14      13       14
## FMBS_6M               14      14      13      14       14
## FMBS_12M              15      15      14      14       15
## FMPS_BL               15      15      14      14       15
## FMPS_3M               14      14      14      13       14
## FMPS_6M               14      14      13      14       14
## FMPS_12M              15      15      14      14       15
## 
## P
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL                 0.1247     0.1693     0.2304      0.0000        
## PostPPD_3M      0.1247                0.0014     0.0245      0.4425        
## PostPPD_6M      0.1693     0.0014                0.0000      0.2206        
## PostPPD_12M     0.2304     0.0245     0.0000                 0.1334        
## PostNoPPD.5_BL  0.0000     0.4425     0.2206     0.1334                    
## PostNoPPD.5_3M  0.0158     0.0000     0.0162     0.0363      0.0553        
## PostNoPPD.5_6M  0.1271     0.0445     0.0000     0.0000      0.0786        
## PostNoPPD.5_12M 0.2159     0.0614     0.0000     0.0000      0.0935        
## PostREC_BL      0.8267     0.2516     0.5679     0.6275      0.3843        
## PostREC_3M      0.4892     0.8292     0.4887     0.5698      0.8037        
## PostREC_6M      0.5066     0.6216     0.1886     0.2726      0.8106        
## PostREC_12M     0.5021     0.4237     0.2135     0.1866      0.9730        
## FMBS_BL         0.1363     0.3143     0.7980     0.9638      0.0747        
## FMBS_3M         0.7813     0.4932     0.4415     0.9761      0.5179        
## FMBS_6M         0.8463     0.9159     0.1107     0.3566      0.8907        
## FMBS_12M        0.4606     0.9889     0.2386     0.0248      0.8967        
## FMPS_BL         0.3101     0.4706     0.6506     0.6561      0.3922        
## FMPS_3M         0.2130     0.4873     0.4457     0.3455      0.2329        
## FMPS_6M         0.8966     0.7480     0.6297     0.6233      0.7639        
## FMPS_12M        0.4943     0.6008     0.4183     0.5501      0.8704        
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL      0.0158         0.1271         0.2159          0.8267    
## PostPPD_3M      0.0000         0.0445         0.0614          0.2516    
## PostPPD_6M      0.0162         0.0000         0.0000          0.5679    
## PostPPD_12M     0.0363         0.0000         0.0000          0.6275    
## PostNoPPD.5_BL  0.0553         0.0786         0.0935          0.3843    
## PostNoPPD.5_3M                 0.0064         0.0192          0.2961    
## PostNoPPD.5_6M  0.0064                        0.0000          0.3684    
## PostNoPPD.5_12M 0.0192         0.0000                         0.4201    
## PostREC_BL      0.2961         0.3684         0.4201                    
## PostREC_3M      0.5140         0.6086         0.6182          0.0004    
## PostREC_6M      0.3340         0.2255         0.2741          0.0002    
## PostREC_12M     0.2428         0.2365         0.2235          0.0000    
## FMBS_BL         0.1538         0.6261         0.8194          0.2222    
## FMBS_3M         0.1978         0.6606         0.3529          0.6734    
## FMBS_6M         0.5031         0.0577         0.0783          0.0124    
## FMBS_12M        0.6199         0.1970         0.0593          0.3061    
## FMPS_BL         0.5782         0.9322         0.9752          0.0970    
## FMPS_3M         0.1797         0.0631         0.0384          0.6896    
## FMPS_6M         0.7930         0.5705         0.6239          0.8528    
## FMPS_12M        0.8380         0.5167         0.6086          0.9544    
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL      0.4892     0.5066     0.5021      0.1363  0.7813  0.8463 
## PostPPD_3M      0.8292     0.6216     0.4237      0.3143  0.4932  0.9159 
## PostPPD_6M      0.4887     0.1886     0.2135      0.7980  0.4415  0.1107 
## PostPPD_12M     0.5698     0.2726     0.1866      0.9638  0.9761  0.3566 
## PostNoPPD.5_BL  0.8037     0.8106     0.9730      0.0747  0.5179  0.8907 
## PostNoPPD.5_3M  0.5140     0.3340     0.2428      0.1538  0.1978  0.5031 
## PostNoPPD.5_6M  0.6086     0.2255     0.2365      0.6261  0.6606  0.0577 
## PostNoPPD.5_12M 0.6182     0.2741     0.2235      0.8194  0.3529  0.0783 
## PostREC_BL      0.0004     0.0002     0.0000      0.2222  0.6734  0.0124 
## PostREC_3M                 0.0000     0.0000      0.1062  0.4093  0.0038 
## PostREC_6M      0.0000                0.0000      0.3318  0.7269  0.0035 
## PostREC_12M     0.0000     0.0000                 0.4949  0.9193  0.0096 
## FMBS_BL         0.1062     0.3318     0.4949              0.0097  0.2205 
## FMBS_3M         0.4093     0.7269     0.9193      0.0097          0.1544 
## FMBS_6M         0.0038     0.0035     0.0096      0.2205  0.1544         
## FMBS_12M        0.0773     0.0672     0.0431      0.7967  0.4167  0.2134 
## FMPS_BL         0.1575     0.1082     0.1813      0.5935  0.4432  0.3147 
## FMPS_3M         0.8055     0.9802     0.8970      0.0231  0.0142  0.5323 
## FMPS_6M         0.6785     0.8177     0.8112      0.6150  0.3199  0.5502 
## FMPS_12M        0.8219     0.9189     0.8848      0.7832  0.8282  0.9610 
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL      0.4606   0.3101  0.2130  0.8966  0.4943  
## PostPPD_3M      0.9889   0.4706  0.4873  0.7480  0.6008  
## PostPPD_6M      0.2386   0.6506  0.4457  0.6297  0.4183  
## PostPPD_12M     0.0248   0.6561  0.3455  0.6233  0.5501  
## PostNoPPD.5_BL  0.8967   0.3922  0.2329  0.7639  0.8704  
## PostNoPPD.5_3M  0.6199   0.5782  0.1797  0.7930  0.8380  
## PostNoPPD.5_6M  0.1970   0.9322  0.0631  0.5705  0.5167  
## PostNoPPD.5_12M 0.0593   0.9752  0.0384  0.6239  0.6086  
## PostREC_BL      0.3061   0.0970  0.6896  0.8528  0.9544  
## PostREC_3M      0.0773   0.1575  0.8055  0.6785  0.8219  
## PostREC_6M      0.0672   0.1082  0.9802  0.8177  0.9189  
## PostREC_12M     0.0431   0.1813  0.8970  0.8112  0.8848  
## FMBS_BL         0.7967   0.5935  0.0231  0.6150  0.7832  
## FMBS_3M         0.4167   0.4432  0.0142  0.3199  0.8282  
## FMBS_6M         0.2134   0.3147  0.5323  0.5502  0.9610  
## FMBS_12M                 0.7585  0.7059  0.4317  0.9716  
## FMPS_BL         0.7585           0.9248  0.5472  0.8629  
## FMPS_3M         0.7059   0.9248          0.6353  0.0749  
## FMPS_6M         0.4317   0.5472  0.6353          0.0411  
## FMPS_12M        0.9716   0.8629  0.0749  0.0411

## Warning in if (rownames.force %in% FALSE) NULL else if (rownames.force %in% :
## the condition has length > 1 and only the first element will be used

##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL            1.00       0.43       0.39        0.33           0.86
## PostPPD_3M            0.43       1.00       0.79        0.60           0.22
## PostPPD_6M            0.39       0.79       1.00        0.90           0.35
## PostPPD_12M           0.33       0.60       0.90        1.00           0.41
## PostNoPPD.5_BL        0.86       0.22       0.35        0.41           1.00
## PostNoPPD.5_3M        0.63       0.86       0.65        0.56           0.52
## PostNoPPD.5_6M        0.43       0.56       0.90        0.86           0.49
## PostNoPPD.5_12M       0.34       0.51       0.87        0.91           0.45
## PostREC_BL           -0.06       0.33      -0.17       -0.14          -0.24
## PostREC_3M            0.20       0.06      -0.21       -0.17           0.07
## PostREC_6M            0.19       0.15      -0.37       -0.32           0.07
## PostREC_12M           0.19       0.23      -0.35       -0.36           0.01
## FMBS_BL               0.40       0.29       0.08        0.01           0.47
## FMBS_3M               0.08       0.20      -0.23        0.01           0.19
## FMBS_6M              -0.06      -0.03       0.45        0.27           0.04
## FMBS_12M             -0.21       0.00       0.34        0.58          -0.04
## FMPS_BL              -0.28      -0.21      -0.13       -0.13          -0.24
## FMPS_3M               0.35       0.20       0.23        0.27           0.34
## FMPS_6M              -0.04      -0.10       0.14        0.14          -0.09
## FMPS_12M              0.19       0.15       0.24        0.17          -0.05
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                0.63           0.43            0.34      -0.06
## PostPPD_3M                0.86           0.56            0.51       0.33
## PostPPD_6M                0.65           0.90            0.87      -0.17
## PostPPD_12M               0.56           0.86            0.91      -0.14
## PostNoPPD.5_BL            0.52           0.49            0.45      -0.24
## PostNoPPD.5_3M            1.00           0.71            0.62       0.30
## PostNoPPD.5_6M            0.71           1.00            0.97      -0.26
## PostNoPPD.5_12M           0.62           0.97            1.00      -0.23
## PostREC_BL                0.30          -0.26           -0.23       1.00
## PostREC_3M                0.19          -0.16           -0.15       0.81
## PostREC_6M                0.29          -0.35           -0.31       0.83
## PostREC_12M               0.33          -0.34           -0.33       0.85
## FMBS_BL                   0.40           0.14            0.06      -0.34
## FMBS_3M                   0.37           0.13            0.27      -0.12
## FMBS_6M                  -0.20           0.52            0.49      -0.65
## FMBS_12M                 -0.15           0.37            0.50      -0.28
## FMPS_BL                  -0.16          -0.03           -0.01      -0.44
## FMPS_3M                   0.38           0.53            0.56      -0.12
## FMPS_6M                  -0.08           0.17            0.14       0.05
## FMPS_12M                  0.06           0.19            0.14      -0.02
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL            0.20       0.19        0.19    0.40    0.08   -0.06
## PostPPD_3M            0.06       0.15        0.23    0.29    0.20   -0.03
## PostPPD_6M           -0.21      -0.37       -0.35    0.08   -0.23    0.45
## PostPPD_12M          -0.17      -0.32       -0.36    0.01    0.01    0.27
## PostNoPPD.5_BL        0.07       0.07        0.01    0.47    0.19    0.04
## PostNoPPD.5_3M        0.19       0.29        0.33    0.40    0.37   -0.20
## PostNoPPD.5_6M       -0.16      -0.35       -0.34    0.14    0.13    0.52
## PostNoPPD.5_12M      -0.15      -0.31       -0.33    0.06    0.27    0.49
## PostREC_BL            0.81       0.83        0.85   -0.34   -0.12   -0.65
## PostREC_3M            1.00       0.99        0.95   -0.45   -0.24   -0.74
## PostREC_6M            0.99       1.00        0.98   -0.28   -0.11   -0.72
## PostREC_12M           0.95       0.98        1.00   -0.19   -0.03   -0.66
## FMBS_BL              -0.45      -0.28       -0.19    1.00    0.66    0.35
## FMBS_3M              -0.24      -0.11       -0.03    0.66    1.00    0.42
## FMBS_6M              -0.74      -0.72       -0.66    0.35    0.42    1.00
## FMBS_12M             -0.49      -0.50       -0.53    0.07    0.24    0.35
## FMPS_BL              -0.40      -0.45       -0.36    0.15    0.22    0.29
## FMPS_3M              -0.07      -0.01        0.04    0.60    0.64    0.19
## FMPS_6M               0.13       0.07        0.07   -0.15   -0.30   -0.17
## FMPS_12M              0.07       0.03        0.04    0.08    0.06    0.01
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL         -0.21   -0.28    0.35   -0.04     0.19
## PostPPD_3M          0.00   -0.21    0.20   -0.10     0.15
## PostPPD_6M          0.34   -0.13    0.23    0.14     0.24
## PostPPD_12M         0.58   -0.13    0.27    0.14     0.17
## PostNoPPD.5_BL     -0.04   -0.24    0.34   -0.09    -0.05
## PostNoPPD.5_3M     -0.15   -0.16    0.38   -0.08     0.06
## PostNoPPD.5_6M      0.37   -0.03    0.53    0.17     0.19
## PostNoPPD.5_12M     0.50   -0.01    0.56    0.14     0.14
## PostREC_BL         -0.28   -0.44   -0.12    0.05    -0.02
## PostREC_3M         -0.49   -0.40   -0.07    0.13     0.07
## PostREC_6M         -0.50   -0.45   -0.01    0.07     0.03
## PostREC_12M        -0.53   -0.36    0.04    0.07     0.04
## FMBS_BL             0.07    0.15    0.60   -0.15     0.08
## FMBS_3M             0.24    0.22    0.64   -0.30     0.06
## FMBS_6M             0.35    0.29    0.19   -0.17     0.01
## FMBS_12M            1.00    0.09    0.11    0.23     0.01
## FMPS_BL             0.09    1.00    0.03    0.18     0.05
## FMPS_3M             0.11    0.03    1.00    0.15     0.49
## FMPS_6M             0.23    0.18    0.15    1.00     0.55
## FMPS_12M            0.01    0.05    0.49    0.55     1.00
## 
## n
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL              15         14         14          15             15
## PostPPD_3M              14         14         13          14             14
## PostPPD_6M              14         13         14          14             14
## PostPPD_12M             15         14         14          15             15
## PostNoPPD.5_BL          15         14         14          15             15
## PostNoPPD.5_3M          14         14         13          14             14
## PostNoPPD.5_6M          14         13         14          14             14
## PostNoPPD.5_12M         15         14         14          15             15
## PostREC_BL              15         14         14          15             15
## PostREC_3M              14         14         13          14             14
## PostREC_6M              14         13         14          14             14
## PostREC_12M             15         14         14          15             15
## FMBS_BL                 15         14         14          15             15
## FMBS_3M                 14         14         13          14             14
## FMBS_6M                 14         13         14          14             14
## FMBS_12M                15         14         14          15             15
## FMPS_BL                 15         14         14          15             15
## FMPS_3M                 14         14         13          14             14
## FMPS_6M                 14         13         14          14             14
## FMPS_12M                15         14         14          15             15
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                  14             14              15         15
## PostPPD_3M                  14             13              14         14
## PostPPD_6M                  13             14              14         14
## PostPPD_12M                 14             14              15         15
## PostNoPPD.5_BL              14             14              15         15
## PostNoPPD.5_3M              14             13              14         14
## PostNoPPD.5_6M              13             14              14         14
## PostNoPPD.5_12M             14             14              15         15
## PostREC_BL                  14             14              15         15
## PostREC_3M                  14             13              14         14
## PostREC_6M                  13             14              14         14
## PostREC_12M                 14             14              15         15
## FMBS_BL                     14             14              15         15
## FMBS_3M                     14             13              14         14
## FMBS_6M                     13             14              14         14
## FMBS_12M                    14             14              15         15
## FMPS_BL                     14             14              15         15
## FMPS_3M                     14             13              14         14
## FMPS_6M                     13             14              14         14
## FMPS_12M                    14             14              15         15
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL              14         14          15      15      14      14
## PostPPD_3M              14         13          14      14      14      13
## PostPPD_6M              13         14          14      14      13      14
## PostPPD_12M             14         14          15      15      14      14
## PostNoPPD.5_BL          14         14          15      15      14      14
## PostNoPPD.5_3M          14         13          14      14      14      13
## PostNoPPD.5_6M          13         14          14      14      13      14
## PostNoPPD.5_12M         14         14          15      15      14      14
## PostREC_BL              14         14          15      15      14      14
## PostREC_3M              14         13          14      14      14      13
## PostREC_6M              13         14          14      14      13      14
## PostREC_12M             14         14          15      15      14      14
## FMBS_BL                 14         14          15      15      14      14
## FMBS_3M                 14         13          14      14      14      13
## FMBS_6M                 13         14          14      14      13      14
## FMBS_12M                14         14          15      15      14      14
## FMPS_BL                 14         14          15      15      14      14
## FMPS_3M                 14         13          14      14      14      13
## FMPS_6M                 13         14          14      14      13      14
## FMPS_12M                14         14          15      15      14      14
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL            15      15      14      14       15
## PostPPD_3M            14      14      14      13       14
## PostPPD_6M            14      14      13      14       14
## PostPPD_12M           15      15      14      14       15
## PostNoPPD.5_BL        15      15      14      14       15
## PostNoPPD.5_3M        14      14      14      13       14
## PostNoPPD.5_6M        14      14      13      14       14
## PostNoPPD.5_12M       15      15      14      14       15
## PostREC_BL            15      15      14      14       15
## PostREC_3M            14      14      14      13       14
## PostREC_6M            14      14      13      14       14
## PostREC_12M           15      15      14      14       15
## FMBS_BL               15      15      14      14       15
## FMBS_3M               14      14      14      13       14
## FMBS_6M               14      14      13      14       14
## FMBS_12M              15      15      14      14       15
## FMPS_BL               15      15      14      14       15
## FMPS_3M               14      14      14      13       14
## FMPS_6M               14      14      13      14       14
## FMPS_12M              15      15      14      14       15
## 
## P
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL                 0.1247     0.1693     0.2304      0.0000        
## PostPPD_3M      0.1247                0.0014     0.0245      0.4425        
## PostPPD_6M      0.1693     0.0014                0.0000      0.2206        
## PostPPD_12M     0.2304     0.0245     0.0000                 0.1334        
## PostNoPPD.5_BL  0.0000     0.4425     0.2206     0.1334                    
## PostNoPPD.5_3M  0.0158     0.0000     0.0162     0.0363      0.0553        
## PostNoPPD.5_6M  0.1271     0.0445     0.0000     0.0000      0.0786        
## PostNoPPD.5_12M 0.2159     0.0614     0.0000     0.0000      0.0935        
## PostREC_BL      0.8267     0.2516     0.5679     0.6275      0.3843        
## PostREC_3M      0.4892     0.8292     0.4887     0.5698      0.8037        
## PostREC_6M      0.5066     0.6216     0.1886     0.2726      0.8106        
## PostREC_12M     0.5021     0.4237     0.2135     0.1866      0.9730        
## FMBS_BL         0.1363     0.3143     0.7980     0.9638      0.0747        
## FMBS_3M         0.7813     0.4932     0.4415     0.9761      0.5179        
## FMBS_6M         0.8463     0.9159     0.1107     0.3566      0.8907        
## FMBS_12M        0.4606     0.9889     0.2386     0.0248      0.8967        
## FMPS_BL         0.3101     0.4706     0.6506     0.6561      0.3922        
## FMPS_3M         0.2130     0.4873     0.4457     0.3455      0.2329        
## FMPS_6M         0.8966     0.7480     0.6297     0.6233      0.7639        
## FMPS_12M        0.4943     0.6008     0.4183     0.5501      0.8704        
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL      0.0158         0.1271         0.2159          0.8267    
## PostPPD_3M      0.0000         0.0445         0.0614          0.2516    
## PostPPD_6M      0.0162         0.0000         0.0000          0.5679    
## PostPPD_12M     0.0363         0.0000         0.0000          0.6275    
## PostNoPPD.5_BL  0.0553         0.0786         0.0935          0.3843    
## PostNoPPD.5_3M                 0.0064         0.0192          0.2961    
## PostNoPPD.5_6M  0.0064                        0.0000          0.3684    
## PostNoPPD.5_12M 0.0192         0.0000                         0.4201    
## PostREC_BL      0.2961         0.3684         0.4201                    
## PostREC_3M      0.5140         0.6086         0.6182          0.0004    
## PostREC_6M      0.3340         0.2255         0.2741          0.0002    
## PostREC_12M     0.2428         0.2365         0.2235          0.0000    
## FMBS_BL         0.1538         0.6261         0.8194          0.2222    
## FMBS_3M         0.1978         0.6606         0.3529          0.6734    
## FMBS_6M         0.5031         0.0577         0.0783          0.0124    
## FMBS_12M        0.6199         0.1970         0.0593          0.3061    
## FMPS_BL         0.5782         0.9322         0.9752          0.0970    
## FMPS_3M         0.1797         0.0631         0.0384          0.6896    
## FMPS_6M         0.7930         0.5705         0.6239          0.8528    
## FMPS_12M        0.8380         0.5167         0.6086          0.9544    
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL      0.4892     0.5066     0.5021      0.1363  0.7813  0.8463 
## PostPPD_3M      0.8292     0.6216     0.4237      0.3143  0.4932  0.9159 
## PostPPD_6M      0.4887     0.1886     0.2135      0.7980  0.4415  0.1107 
## PostPPD_12M     0.5698     0.2726     0.1866      0.9638  0.9761  0.3566 
## PostNoPPD.5_BL  0.8037     0.8106     0.9730      0.0747  0.5179  0.8907 
## PostNoPPD.5_3M  0.5140     0.3340     0.2428      0.1538  0.1978  0.5031 
## PostNoPPD.5_6M  0.6086     0.2255     0.2365      0.6261  0.6606  0.0577 
## PostNoPPD.5_12M 0.6182     0.2741     0.2235      0.8194  0.3529  0.0783 
## PostREC_BL      0.0004     0.0002     0.0000      0.2222  0.6734  0.0124 
## PostREC_3M                 0.0000     0.0000      0.1062  0.4093  0.0038 
## PostREC_6M      0.0000                0.0000      0.3318  0.7269  0.0035 
## PostREC_12M     0.0000     0.0000                 0.4949  0.9193  0.0096 
## FMBS_BL         0.1062     0.3318     0.4949              0.0097  0.2205 
## FMBS_3M         0.4093     0.7269     0.9193      0.0097          0.1544 
## FMBS_6M         0.0038     0.0035     0.0096      0.2205  0.1544         
## FMBS_12M        0.0773     0.0672     0.0431      0.7967  0.4167  0.2134 
## FMPS_BL         0.1575     0.1082     0.1813      0.5935  0.4432  0.3147 
## FMPS_3M         0.8055     0.9802     0.8970      0.0231  0.0142  0.5323 
## FMPS_6M         0.6785     0.8177     0.8112      0.6150  0.3199  0.5502 
## FMPS_12M        0.8219     0.9189     0.8848      0.7832  0.8282  0.9610 
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL      0.4606   0.3101  0.2130  0.8966  0.4943  
## PostPPD_3M      0.9889   0.4706  0.4873  0.7480  0.6008  
## PostPPD_6M      0.2386   0.6506  0.4457  0.6297  0.4183  
## PostPPD_12M     0.0248   0.6561  0.3455  0.6233  0.5501  
## PostNoPPD.5_BL  0.8967   0.3922  0.2329  0.7639  0.8704  
## PostNoPPD.5_3M  0.6199   0.5782  0.1797  0.7930  0.8380  
## PostNoPPD.5_6M  0.1970   0.9322  0.0631  0.5705  0.5167  
## PostNoPPD.5_12M 0.0593   0.9752  0.0384  0.6239  0.6086  
## PostREC_BL      0.3061   0.0970  0.6896  0.8528  0.9544  
## PostREC_3M      0.0773   0.1575  0.8055  0.6785  0.8219  
## PostREC_6M      0.0672   0.1082  0.9802  0.8177  0.9189  
## PostREC_12M     0.0431   0.1813  0.8970  0.8112  0.8848  
## FMBS_BL         0.7967   0.5935  0.0231  0.6150  0.7832  
## FMBS_3M         0.4167   0.4432  0.0142  0.3199  0.8282  
## FMBS_6M         0.2134   0.3147  0.5323  0.5502  0.9610  
## FMBS_12M                 0.7585  0.7059  0.4317  0.9716  
## FMPS_BL         0.7585           0.9248  0.5472  0.8629  
## FMPS_3M         0.7059   0.9248          0.6353  0.0749  
## FMPS_6M         0.4317   0.5472  0.6353          0.0411  
## FMPS_12M        0.9716   0.8629  0.0749  0.0411

Non-surgical

## Warning in if (rownames.force %in% FALSE) NULL else if (rownames.force %in% :
## the condition has length > 1 and only the first element will be used

##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL            1.00       0.85       0.95        0.89           0.92
## PostPPD_3M            0.85       1.00       0.85        0.86           0.76
## PostPPD_6M            0.95       0.85       1.00        0.95           0.93
## PostPPD_12M           0.89       0.86       0.95        1.00           0.87
## PostNoPPD.5_BL        0.92       0.76       0.93        0.87           1.00
## PostNoPPD.5_3M        0.83       0.95       0.88        0.85           0.82
## PostNoPPD.5_6M        0.84       0.76       0.93        0.88           0.90
## PostNoPPD.5_12M       0.77       0.75       0.90        0.94           0.84
## PostREC_BL           -0.53      -0.52      -0.58       -0.59          -0.46
## PostREC_3M           -0.51      -0.53      -0.60       -0.65          -0.52
## PostREC_6M           -0.59      -0.59      -0.68       -0.70          -0.54
## PostREC_12M          -0.57      -0.58      -0.68       -0.71          -0.57
## FMBS_BL               0.58       0.36       0.50        0.39           0.59
## FMBS_3M               0.52       0.53       0.51        0.42           0.60
## FMBS_6M               0.63       0.48       0.73        0.69           0.80
## FMBS_12M              0.58       0.41       0.60        0.59           0.70
## FMPS_BL               0.14       0.30       0.12        0.01          -0.05
## FMPS_3M               0.28       0.33       0.43        0.42           0.45
## FMPS_6M               0.16       0.38       0.27        0.24           0.29
## FMPS_12M              0.43       0.56       0.51        0.48           0.38
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                0.83           0.84            0.77      -0.53
## PostPPD_3M                0.95           0.76            0.75      -0.52
## PostPPD_6M                0.88           0.93            0.90      -0.58
## PostPPD_12M               0.85           0.88            0.94      -0.59
## PostNoPPD.5_BL            0.82           0.90            0.84      -0.46
## PostNoPPD.5_3M            1.00           0.88            0.82      -0.51
## PostNoPPD.5_6M            0.88           1.00            0.93      -0.48
## PostNoPPD.5_12M           0.82           0.93            1.00      -0.55
## PostREC_BL               -0.51          -0.48           -0.55       1.00
## PostREC_3M               -0.54          -0.54           -0.64       0.96
## PostREC_6M               -0.56          -0.55           -0.65       0.95
## PostREC_12M              -0.59          -0.61           -0.70       0.95
## FMBS_BL                   0.40           0.40            0.30      -0.29
## FMBS_3M                   0.54           0.52            0.44      -0.25
## FMBS_6M                   0.56           0.71            0.73      -0.20
## FMBS_12M                  0.50           0.59            0.59      -0.27
## FMPS_BL                   0.24           0.08            0.01      -0.19
## FMPS_3M                   0.34           0.44            0.50      -0.12
## FMPS_6M                   0.40           0.31            0.31      -0.10
## FMPS_12M                  0.58           0.47            0.47      -0.14
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL           -0.51      -0.59       -0.57    0.58    0.52    0.63
## PostPPD_3M           -0.53      -0.59       -0.58    0.36    0.53    0.48
## PostPPD_6M           -0.60      -0.68       -0.68    0.50    0.51    0.73
## PostPPD_12M          -0.65      -0.70       -0.71    0.39    0.42    0.69
## PostNoPPD.5_BL       -0.52      -0.54       -0.57    0.59    0.60    0.80
## PostNoPPD.5_3M       -0.54      -0.56       -0.59    0.40    0.54    0.56
## PostNoPPD.5_6M       -0.54      -0.55       -0.61    0.40    0.52    0.71
## PostNoPPD.5_12M      -0.64      -0.65       -0.70    0.30    0.44    0.73
## PostREC_BL            0.96       0.95        0.95   -0.29   -0.25   -0.20
## PostREC_3M            1.00       0.96        0.97   -0.31   -0.36   -0.33
## PostREC_6M            0.96       1.00        0.96   -0.34   -0.40   -0.37
## PostREC_12M           0.97       0.96        1.00   -0.27   -0.32   -0.36
## FMBS_BL              -0.31      -0.34       -0.27    1.00    0.50    0.63
## FMBS_3M              -0.36      -0.40       -0.32    0.50    1.00    0.55
## FMBS_6M              -0.33      -0.37       -0.36    0.63    0.55    1.00
## FMBS_12M             -0.40      -0.39       -0.37    0.84    0.58    0.86
## FMPS_BL              -0.04      -0.13       -0.08   -0.08    0.32   -0.16
## FMPS_3M              -0.26      -0.29       -0.30    0.27    0.62    0.74
## FMPS_6M              -0.20      -0.20       -0.23    0.35    0.63    0.55
## FMPS_12M             -0.18      -0.25       -0.21    0.40    0.55    0.57
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL          0.58    0.14    0.28    0.16     0.43
## PostPPD_3M          0.41    0.30    0.33    0.38     0.56
## PostPPD_6M          0.60    0.12    0.43    0.27     0.51
## PostPPD_12M         0.59    0.01    0.42    0.24     0.48
## PostNoPPD.5_BL      0.70   -0.05    0.45    0.29     0.38
## PostNoPPD.5_3M      0.50    0.24    0.34    0.40     0.58
## PostNoPPD.5_6M      0.59    0.08    0.44    0.31     0.47
## PostNoPPD.5_12M     0.59    0.01    0.50    0.31     0.47
## PostREC_BL         -0.27   -0.19   -0.12   -0.10    -0.14
## PostREC_3M         -0.40   -0.04   -0.26   -0.20    -0.18
## PostREC_6M         -0.39   -0.13   -0.29   -0.20    -0.25
## PostREC_12M        -0.37   -0.08   -0.30   -0.23    -0.21
## FMBS_BL             0.84   -0.08    0.27    0.35     0.40
## FMBS_3M             0.58    0.32    0.62    0.63     0.55
## FMBS_6M             0.86   -0.16    0.74    0.55     0.57
## FMBS_12M            1.00   -0.22    0.53    0.48     0.56
## FMPS_BL            -0.22    1.00    0.10    0.34     0.48
## FMPS_3M             0.53    0.10    1.00    0.82     0.62
## FMPS_6M             0.48    0.34    0.82    1.00     0.72
## FMPS_12M            0.56    0.48    0.62    0.72     1.00
## 
## n= 15 
## 
## 
## P
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL                 0.0000     0.0000     0.0000      0.0000        
## PostPPD_3M      0.0000                0.0000     0.0000      0.0010        
## PostPPD_6M      0.0000     0.0000                0.0000      0.0000        
## PostPPD_12M     0.0000     0.0000     0.0000                 0.0000        
## PostNoPPD.5_BL  0.0000     0.0010     0.0000     0.0000                    
## PostNoPPD.5_3M  0.0001     0.0000     0.0000     0.0000      0.0002        
## PostNoPPD.5_6M  0.0000     0.0011     0.0000     0.0000      0.0000        
## PostNoPPD.5_12M 0.0007     0.0014     0.0000     0.0000      0.0001        
## PostREC_BL      0.0436     0.0474     0.0223     0.0200      0.0869        
## PostREC_3M      0.0506     0.0434     0.0171     0.0089      0.0487        
## PostREC_6M      0.0203     0.0209     0.0055     0.0039      0.0359        
## PostREC_12M     0.0264     0.0240     0.0053     0.0029      0.0277        
## FMBS_BL         0.0227     0.1855     0.0583     0.1464      0.0210        
## FMBS_3M         0.0473     0.0426     0.0544     0.1183      0.0192        
## FMBS_6M         0.0116     0.0676     0.0022     0.0048      0.0003        
## FMBS_12M        0.0232     0.1267     0.0172     0.0194      0.0034        
## FMPS_BL         0.6176     0.2774     0.6789     0.9832      0.8481        
## FMPS_3M         0.3190     0.2323     0.1055     0.1204      0.0920        
## FMPS_6M         0.5660     0.1627     0.3265     0.3981      0.3026        
## FMPS_12M        0.1098     0.0314     0.0505     0.0722      0.1644        
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL      0.0001         0.0000         0.0007          0.0436    
## PostPPD_3M      0.0000         0.0011         0.0014          0.0474    
## PostPPD_6M      0.0000         0.0000         0.0000          0.0223    
## PostPPD_12M     0.0000         0.0000         0.0000          0.0200    
## PostNoPPD.5_BL  0.0002         0.0000         0.0001          0.0869    
## PostNoPPD.5_3M                 0.0000         0.0002          0.0522    
## PostNoPPD.5_6M  0.0000                        0.0000          0.0677    
## PostNoPPD.5_12M 0.0002         0.0000                         0.0343    
## PostREC_BL      0.0522         0.0677         0.0343                    
## PostREC_3M      0.0383         0.0368         0.0099          0.0000    
## PostREC_6M      0.0296         0.0330         0.0085          0.0000    
## PostREC_12M     0.0219         0.0148         0.0038          0.0000    
## FMBS_BL         0.1376         0.1374         0.2847          0.2986    
## FMBS_3M         0.0384         0.0485         0.1048          0.3690    
## FMBS_6M         0.0294         0.0032         0.0021          0.4786    
## FMBS_12M        0.0589         0.0203         0.0213          0.3362    
## FMPS_BL         0.3979         0.7870         0.9805          0.4875    
## FMPS_3M         0.2171         0.1026         0.0598          0.6820    
## FMPS_6M         0.1426         0.2648         0.2585          0.7321    
## FMPS_12M        0.0245         0.0739         0.0785          0.6235    
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL      0.0506     0.0203     0.0264      0.0227  0.0473  0.0116 
## PostPPD_3M      0.0434     0.0209     0.0240      0.1855  0.0426  0.0676 
## PostPPD_6M      0.0171     0.0055     0.0053      0.0583  0.0544  0.0022 
## PostPPD_12M     0.0089     0.0039     0.0029      0.1464  0.1183  0.0048 
## PostNoPPD.5_BL  0.0487     0.0359     0.0277      0.0210  0.0192  0.0003 
## PostNoPPD.5_3M  0.0383     0.0296     0.0219      0.1376  0.0384  0.0294 
## PostNoPPD.5_6M  0.0368     0.0330     0.0148      0.1374  0.0485  0.0032 
## PostNoPPD.5_12M 0.0099     0.0085     0.0038      0.2847  0.1048  0.0021 
## PostREC_BL      0.0000     0.0000     0.0000      0.2986  0.3690  0.4786 
## PostREC_3M                 0.0000     0.0000      0.2659  0.1900  0.2349 
## PostREC_6M      0.0000                0.0000      0.2205  0.1434  0.1690 
## PostREC_12M     0.0000     0.0000                 0.3354  0.2470  0.1859 
## FMBS_BL         0.2659     0.2205     0.3354              0.0559  0.0110 
## FMBS_3M         0.1900     0.1434     0.2470      0.0559          0.0320 
## FMBS_6M         0.2349     0.1690     0.1859      0.0110  0.0320         
## FMBS_12M        0.1389     0.1452     0.1704      0.0001  0.0233  0.0000 
## FMPS_BL         0.8948     0.6351     0.7734      0.7868  0.2439  0.5683 
## FMPS_3M         0.3578     0.2873     0.2771      0.3344  0.0130  0.0015 
## FMPS_6M         0.4766     0.4670     0.4149      0.2063  0.0110  0.0356 
## FMPS_12M        0.5285     0.3593     0.4619      0.1377  0.0320  0.0273 
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL      0.0232   0.6176  0.3190  0.5660  0.1098  
## PostPPD_3M      0.1267   0.2774  0.2323  0.1627  0.0314  
## PostPPD_6M      0.0172   0.6789  0.1055  0.3265  0.0505  
## PostPPD_12M     0.0194   0.9832  0.1204  0.3981  0.0722  
## PostNoPPD.5_BL  0.0034   0.8481  0.0920  0.3026  0.1644  
## PostNoPPD.5_3M  0.0589   0.3979  0.2171  0.1426  0.0245  
## PostNoPPD.5_6M  0.0203   0.7870  0.1026  0.2648  0.0739  
## PostNoPPD.5_12M 0.0213   0.9805  0.0598  0.2585  0.0785  
## PostREC_BL      0.3362   0.4875  0.6820  0.7321  0.6235  
## PostREC_3M      0.1389   0.8948  0.3578  0.4766  0.5285  
## PostREC_6M      0.1452   0.6351  0.2873  0.4670  0.3593  
## PostREC_12M     0.1704   0.7734  0.2771  0.4149  0.4619  
## FMBS_BL         0.0001   0.7868  0.3344  0.2063  0.1377  
## FMBS_3M         0.0233   0.2439  0.0130  0.0110  0.0320  
## FMBS_6M         0.0000   0.5683  0.0015  0.0356  0.0273  
## FMBS_12M                 0.4245  0.0402  0.0672  0.0289  
## FMPS_BL         0.4245           0.7120  0.2167  0.0699  
## FMPS_3M         0.0402   0.7120          0.0002  0.0139  
## FMPS_6M         0.0672   0.2167  0.0002          0.0026  
## FMPS_12M        0.0289   0.0699  0.0139  0.0026

## Warning in if (rownames.force %in% FALSE) NULL else if (rownames.force %in% :
## the condition has length > 1 and only the first element will be used

##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL            1.00       0.85       0.95        0.89           0.92
## PostPPD_3M            0.85       1.00       0.85        0.86           0.76
## PostPPD_6M            0.95       0.85       1.00        0.95           0.93
## PostPPD_12M           0.89       0.86       0.95        1.00           0.87
## PostNoPPD.5_BL        0.92       0.76       0.93        0.87           1.00
## PostNoPPD.5_3M        0.83       0.95       0.88        0.85           0.82
## PostNoPPD.5_6M        0.84       0.76       0.93        0.88           0.90
## PostNoPPD.5_12M       0.77       0.75       0.90        0.94           0.84
## PostREC_BL           -0.53      -0.52      -0.58       -0.59          -0.46
## PostREC_3M           -0.51      -0.53      -0.60       -0.65          -0.52
## PostREC_6M           -0.59      -0.59      -0.68       -0.70          -0.54
## PostREC_12M          -0.57      -0.58      -0.68       -0.71          -0.57
## FMBS_BL               0.58       0.36       0.50        0.39           0.59
## FMBS_3M               0.52       0.53       0.51        0.42           0.60
## FMBS_6M               0.63       0.48       0.73        0.69           0.80
## FMBS_12M              0.58       0.41       0.60        0.59           0.70
## FMPS_BL               0.14       0.30       0.12        0.01          -0.05
## FMPS_3M               0.28       0.33       0.43        0.42           0.45
## FMPS_6M               0.16       0.38       0.27        0.24           0.29
## FMPS_12M              0.43       0.56       0.51        0.48           0.38
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                0.83           0.84            0.77      -0.53
## PostPPD_3M                0.95           0.76            0.75      -0.52
## PostPPD_6M                0.88           0.93            0.90      -0.58
## PostPPD_12M               0.85           0.88            0.94      -0.59
## PostNoPPD.5_BL            0.82           0.90            0.84      -0.46
## PostNoPPD.5_3M            1.00           0.88            0.82      -0.51
## PostNoPPD.5_6M            0.88           1.00            0.93      -0.48
## PostNoPPD.5_12M           0.82           0.93            1.00      -0.55
## PostREC_BL               -0.51          -0.48           -0.55       1.00
## PostREC_3M               -0.54          -0.54           -0.64       0.96
## PostREC_6M               -0.56          -0.55           -0.65       0.95
## PostREC_12M              -0.59          -0.61           -0.70       0.95
## FMBS_BL                   0.40           0.40            0.30      -0.29
## FMBS_3M                   0.54           0.52            0.44      -0.25
## FMBS_6M                   0.56           0.71            0.73      -0.20
## FMBS_12M                  0.50           0.59            0.59      -0.27
## FMPS_BL                   0.24           0.08            0.01      -0.19
## FMPS_3M                   0.34           0.44            0.50      -0.12
## FMPS_6M                   0.40           0.31            0.31      -0.10
## FMPS_12M                  0.58           0.47            0.47      -0.14
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL           -0.51      -0.59       -0.57    0.58    0.52    0.63
## PostPPD_3M           -0.53      -0.59       -0.58    0.36    0.53    0.48
## PostPPD_6M           -0.60      -0.68       -0.68    0.50    0.51    0.73
## PostPPD_12M          -0.65      -0.70       -0.71    0.39    0.42    0.69
## PostNoPPD.5_BL       -0.52      -0.54       -0.57    0.59    0.60    0.80
## PostNoPPD.5_3M       -0.54      -0.56       -0.59    0.40    0.54    0.56
## PostNoPPD.5_6M       -0.54      -0.55       -0.61    0.40    0.52    0.71
## PostNoPPD.5_12M      -0.64      -0.65       -0.70    0.30    0.44    0.73
## PostREC_BL            0.96       0.95        0.95   -0.29   -0.25   -0.20
## PostREC_3M            1.00       0.96        0.97   -0.31   -0.36   -0.33
## PostREC_6M            0.96       1.00        0.96   -0.34   -0.40   -0.37
## PostREC_12M           0.97       0.96        1.00   -0.27   -0.32   -0.36
## FMBS_BL              -0.31      -0.34       -0.27    1.00    0.50    0.63
## FMBS_3M              -0.36      -0.40       -0.32    0.50    1.00    0.55
## FMBS_6M              -0.33      -0.37       -0.36    0.63    0.55    1.00
## FMBS_12M             -0.40      -0.39       -0.37    0.84    0.58    0.86
## FMPS_BL              -0.04      -0.13       -0.08   -0.08    0.32   -0.16
## FMPS_3M              -0.26      -0.29       -0.30    0.27    0.62    0.74
## FMPS_6M              -0.20      -0.20       -0.23    0.35    0.63    0.55
## FMPS_12M             -0.18      -0.25       -0.21    0.40    0.55    0.57
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL          0.58    0.14    0.28    0.16     0.43
## PostPPD_3M          0.41    0.30    0.33    0.38     0.56
## PostPPD_6M          0.60    0.12    0.43    0.27     0.51
## PostPPD_12M         0.59    0.01    0.42    0.24     0.48
## PostNoPPD.5_BL      0.70   -0.05    0.45    0.29     0.38
## PostNoPPD.5_3M      0.50    0.24    0.34    0.40     0.58
## PostNoPPD.5_6M      0.59    0.08    0.44    0.31     0.47
## PostNoPPD.5_12M     0.59    0.01    0.50    0.31     0.47
## PostREC_BL         -0.27   -0.19   -0.12   -0.10    -0.14
## PostREC_3M         -0.40   -0.04   -0.26   -0.20    -0.18
## PostREC_6M         -0.39   -0.13   -0.29   -0.20    -0.25
## PostREC_12M        -0.37   -0.08   -0.30   -0.23    -0.21
## FMBS_BL             0.84   -0.08    0.27    0.35     0.40
## FMBS_3M             0.58    0.32    0.62    0.63     0.55
## FMBS_6M             0.86   -0.16    0.74    0.55     0.57
## FMBS_12M            1.00   -0.22    0.53    0.48     0.56
## FMPS_BL            -0.22    1.00    0.10    0.34     0.48
## FMPS_3M             0.53    0.10    1.00    0.82     0.62
## FMPS_6M             0.48    0.34    0.82    1.00     0.72
## FMPS_12M            0.56    0.48    0.62    0.72     1.00
## 
## n= 15 
## 
## 
## P
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL                 0.0000     0.0000     0.0000      0.0000        
## PostPPD_3M      0.0000                0.0000     0.0000      0.0010        
## PostPPD_6M      0.0000     0.0000                0.0000      0.0000        
## PostPPD_12M     0.0000     0.0000     0.0000                 0.0000        
## PostNoPPD.5_BL  0.0000     0.0010     0.0000     0.0000                    
## PostNoPPD.5_3M  0.0001     0.0000     0.0000     0.0000      0.0002        
## PostNoPPD.5_6M  0.0000     0.0011     0.0000     0.0000      0.0000        
## PostNoPPD.5_12M 0.0007     0.0014     0.0000     0.0000      0.0001        
## PostREC_BL      0.0436     0.0474     0.0223     0.0200      0.0869        
## PostREC_3M      0.0506     0.0434     0.0171     0.0089      0.0487        
## PostREC_6M      0.0203     0.0209     0.0055     0.0039      0.0359        
## PostREC_12M     0.0264     0.0240     0.0053     0.0029      0.0277        
## FMBS_BL         0.0227     0.1855     0.0583     0.1464      0.0210        
## FMBS_3M         0.0473     0.0426     0.0544     0.1183      0.0192        
## FMBS_6M         0.0116     0.0676     0.0022     0.0048      0.0003        
## FMBS_12M        0.0232     0.1267     0.0172     0.0194      0.0034        
## FMPS_BL         0.6176     0.2774     0.6789     0.9832      0.8481        
## FMPS_3M         0.3190     0.2323     0.1055     0.1204      0.0920        
## FMPS_6M         0.5660     0.1627     0.3265     0.3981      0.3026        
## FMPS_12M        0.1098     0.0314     0.0505     0.0722      0.1644        
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL      0.0001         0.0000         0.0007          0.0436    
## PostPPD_3M      0.0000         0.0011         0.0014          0.0474    
## PostPPD_6M      0.0000         0.0000         0.0000          0.0223    
## PostPPD_12M     0.0000         0.0000         0.0000          0.0200    
## PostNoPPD.5_BL  0.0002         0.0000         0.0001          0.0869    
## PostNoPPD.5_3M                 0.0000         0.0002          0.0522    
## PostNoPPD.5_6M  0.0000                        0.0000          0.0677    
## PostNoPPD.5_12M 0.0002         0.0000                         0.0343    
## PostREC_BL      0.0522         0.0677         0.0343                    
## PostREC_3M      0.0383         0.0368         0.0099          0.0000    
## PostREC_6M      0.0296         0.0330         0.0085          0.0000    
## PostREC_12M     0.0219         0.0148         0.0038          0.0000    
## FMBS_BL         0.1376         0.1374         0.2847          0.2986    
## FMBS_3M         0.0384         0.0485         0.1048          0.3690    
## FMBS_6M         0.0294         0.0032         0.0021          0.4786    
## FMBS_12M        0.0589         0.0203         0.0213          0.3362    
## FMPS_BL         0.3979         0.7870         0.9805          0.4875    
## FMPS_3M         0.2171         0.1026         0.0598          0.6820    
## FMPS_6M         0.1426         0.2648         0.2585          0.7321    
## FMPS_12M        0.0245         0.0739         0.0785          0.6235    
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL      0.0506     0.0203     0.0264      0.0227  0.0473  0.0116 
## PostPPD_3M      0.0434     0.0209     0.0240      0.1855  0.0426  0.0676 
## PostPPD_6M      0.0171     0.0055     0.0053      0.0583  0.0544  0.0022 
## PostPPD_12M     0.0089     0.0039     0.0029      0.1464  0.1183  0.0048 
## PostNoPPD.5_BL  0.0487     0.0359     0.0277      0.0210  0.0192  0.0003 
## PostNoPPD.5_3M  0.0383     0.0296     0.0219      0.1376  0.0384  0.0294 
## PostNoPPD.5_6M  0.0368     0.0330     0.0148      0.1374  0.0485  0.0032 
## PostNoPPD.5_12M 0.0099     0.0085     0.0038      0.2847  0.1048  0.0021 
## PostREC_BL      0.0000     0.0000     0.0000      0.2986  0.3690  0.4786 
## PostREC_3M                 0.0000     0.0000      0.2659  0.1900  0.2349 
## PostREC_6M      0.0000                0.0000      0.2205  0.1434  0.1690 
## PostREC_12M     0.0000     0.0000                 0.3354  0.2470  0.1859 
## FMBS_BL         0.2659     0.2205     0.3354              0.0559  0.0110 
## FMBS_3M         0.1900     0.1434     0.2470      0.0559          0.0320 
## FMBS_6M         0.2349     0.1690     0.1859      0.0110  0.0320         
## FMBS_12M        0.1389     0.1452     0.1704      0.0001  0.0233  0.0000 
## FMPS_BL         0.8948     0.6351     0.7734      0.7868  0.2439  0.5683 
## FMPS_3M         0.3578     0.2873     0.2771      0.3344  0.0130  0.0015 
## FMPS_6M         0.4766     0.4670     0.4149      0.2063  0.0110  0.0356 
## FMPS_12M        0.5285     0.3593     0.4619      0.1377  0.0320  0.0273 
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL      0.0232   0.6176  0.3190  0.5660  0.1098  
## PostPPD_3M      0.1267   0.2774  0.2323  0.1627  0.0314  
## PostPPD_6M      0.0172   0.6789  0.1055  0.3265  0.0505  
## PostPPD_12M     0.0194   0.9832  0.1204  0.3981  0.0722  
## PostNoPPD.5_BL  0.0034   0.8481  0.0920  0.3026  0.1644  
## PostNoPPD.5_3M  0.0589   0.3979  0.2171  0.1426  0.0245  
## PostNoPPD.5_6M  0.0203   0.7870  0.1026  0.2648  0.0739  
## PostNoPPD.5_12M 0.0213   0.9805  0.0598  0.2585  0.0785  
## PostREC_BL      0.3362   0.4875  0.6820  0.7321  0.6235  
## PostREC_3M      0.1389   0.8948  0.3578  0.4766  0.5285  
## PostREC_6M      0.1452   0.6351  0.2873  0.4670  0.3593  
## PostREC_12M     0.1704   0.7734  0.2771  0.4149  0.4619  
## FMBS_BL         0.0001   0.7868  0.3344  0.2063  0.1377  
## FMBS_3M         0.0233   0.2439  0.0130  0.0110  0.0320  
## FMBS_6M         0.0000   0.5683  0.0015  0.0356  0.0273  
## FMBS_12M                 0.4245  0.0402  0.0672  0.0289  
## FMPS_BL         0.4245           0.7120  0.2167  0.0699  
## FMPS_3M         0.0402   0.7120          0.0002  0.0139  
## FMPS_6M         0.0672   0.2167  0.0002          0.0026  
## FMPS_12M        0.0289   0.0699  0.0139  0.0026

SPPF

## Warning in if (rownames.force %in% FALSE) NULL else if (rownames.force %in% :
## the condition has length > 1 and only the first element will be used

##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL            1.00       0.54       0.62        0.85           0.96
## PostPPD_3M            0.54       1.00       0.83        0.73           0.45
## PostPPD_6M            0.62       0.83       1.00        0.86           0.51
## PostPPD_12M           0.85       0.73       0.86        1.00           0.78
## PostNoPPD.5_BL        0.96       0.45       0.51        0.78           1.00
## PostNoPPD.5_3M        0.35       0.89       0.71        0.62           0.30
## PostNoPPD.5_6M        0.62       0.74       0.86        0.80           0.54
## PostNoPPD.5_12M       0.73       0.60       0.77        0.91           0.70
## PostREC_BL            0.54       0.38       0.53        0.53           0.46
## PostREC_3M            0.67       0.24       0.39        0.51           0.65
## PostREC_6M            0.64       0.16       0.45        0.40           0.59
## PostREC_12M           0.68       0.35       0.45        0.52           0.63
## FMBS_BL               0.51       0.08       0.18        0.40           0.52
## FMBS_3M               0.18       0.05       0.24        0.33           0.15
## FMBS_6M               0.27      -0.01       0.34        0.29           0.31
## FMBS_12M              0.38       0.40       0.54        0.61           0.34
## FMPS_BL              -0.05       0.13       0.13        0.15          -0.06
## FMPS_3M              -0.04       0.05       0.14        0.13          -0.02
## FMPS_6M               0.01       0.20       0.37        0.19           0.04
## FMPS_12M             -0.24       0.24       0.39        0.10          -0.22
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                0.35           0.62            0.73       0.54
## PostPPD_3M                0.89           0.74            0.60       0.38
## PostPPD_6M                0.71           0.86            0.77       0.53
## PostPPD_12M               0.62           0.80            0.91       0.53
## PostNoPPD.5_BL            0.30           0.54            0.70       0.46
## PostNoPPD.5_3M            1.00           0.69            0.63       0.23
## PostNoPPD.5_6M            0.69           1.00            0.81       0.63
## PostNoPPD.5_12M           0.63           0.81            1.00       0.42
## PostREC_BL                0.23           0.63            0.42       1.00
## PostREC_3M                0.09           0.49            0.39       0.88
## PostREC_6M               -0.03           0.37            0.27       0.82
## PostREC_12M               0.14           0.53            0.36       0.88
## FMBS_BL                   0.12           0.17            0.41       0.59
## FMBS_3M                   0.08           0.05            0.32       0.24
## FMBS_6M                   0.16           0.17            0.39       0.50
## FMBS_12M                  0.55           0.41            0.61       0.30
## FMPS_BL                   0.19           0.10            0.03       0.29
## FMPS_3M                   0.09           0.23            0.19       0.07
## FMPS_6M                   0.19           0.38            0.20       0.62
## FMPS_12M                  0.36           0.13            0.13      -0.11
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL            0.67       0.64        0.68    0.51    0.18    0.27
## PostPPD_3M            0.24       0.16        0.35    0.08    0.05   -0.01
## PostPPD_6M            0.39       0.45        0.45    0.18    0.24    0.34
## PostPPD_12M           0.51       0.40        0.52    0.40    0.33    0.29
## PostNoPPD.5_BL        0.65       0.59        0.63    0.52    0.15    0.31
## PostNoPPD.5_3M        0.09      -0.03        0.14    0.12    0.08    0.16
## PostNoPPD.5_6M        0.49       0.37        0.53    0.17    0.05    0.17
## PostNoPPD.5_12M       0.39       0.27        0.36    0.41    0.32    0.39
## PostREC_BL            0.88       0.82        0.88    0.59    0.24    0.50
## PostREC_3M            1.00       0.97        0.97    0.67    0.14    0.46
## PostREC_6M            0.97       1.00        0.98    0.63    0.13    0.47
## PostREC_12M           0.97       0.98        1.00    0.60    0.09    0.34
## FMBS_BL               0.67       0.63        0.60    1.00    0.55    0.79
## FMBS_3M               0.14       0.13        0.09    0.55    1.00    0.67
## FMBS_6M               0.46       0.47        0.34    0.79    0.67    1.00
## FMBS_12M              0.23       0.14        0.20    0.54    0.61    0.69
## FMPS_BL               0.16       0.05        0.14    0.16    0.39    0.15
## FMPS_3M              -0.23      -0.40       -0.27   -0.09    0.35    0.11
## FMPS_6M               0.30       0.21        0.22    0.13    0.27    0.42
## FMPS_12M             -0.38      -0.39       -0.41   -0.28    0.13    0.08
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL          0.38   -0.05   -0.04    0.01    -0.24
## PostPPD_3M          0.40    0.13    0.05    0.20     0.24
## PostPPD_6M          0.54    0.13    0.14    0.37     0.39
## PostPPD_12M         0.61    0.15    0.13    0.19     0.10
## PostNoPPD.5_BL      0.34   -0.06   -0.02    0.04    -0.22
## PostNoPPD.5_3M      0.55    0.19    0.09    0.19     0.36
## PostNoPPD.5_6M      0.41    0.10    0.23    0.38     0.13
## PostNoPPD.5_12M     0.61    0.03    0.19    0.20     0.13
## PostREC_BL          0.30    0.29    0.07    0.62    -0.11
## PostREC_3M          0.23    0.16   -0.23    0.30    -0.38
## PostREC_6M          0.14    0.05   -0.40    0.21    -0.39
## PostREC_12M         0.20    0.14   -0.27    0.22    -0.41
## FMBS_BL             0.54    0.16   -0.09    0.13    -0.28
## FMBS_3M             0.61    0.39    0.35    0.27     0.13
## FMBS_6M             0.69    0.15    0.11    0.42     0.08
## FMBS_12M            1.00    0.38    0.30    0.14     0.37
## FMPS_BL             0.38    1.00    0.42    0.41     0.49
## FMPS_3M             0.30    0.42    1.00    0.52     0.68
## FMPS_6M             0.14    0.41    0.52    1.00     0.51
## FMPS_12M            0.37    0.49    0.68    0.51     1.00
## 
## n
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL              15         15         14          15             15
## PostPPD_3M              15         15         14          15             15
## PostPPD_6M              14         14         14          14             14
## PostPPD_12M             15         15         14          15             15
## PostNoPPD.5_BL          15         15         14          15             15
## PostNoPPD.5_3M          15         15         14          15             15
## PostNoPPD.5_6M          15         15         14          15             15
## PostNoPPD.5_12M         15         15         14          15             15
## PostREC_BL              15         15         14          15             15
## PostREC_3M              15         15         14          15             15
## PostREC_6M              14         14         14          14             14
## PostREC_12M             15         15         14          15             15
## FMBS_BL                 15         15         14          15             15
## FMBS_3M                 15         15         14          15             15
## FMBS_6M                 14         14         14          14             14
## FMBS_12M                15         15         14          15             15
## FMPS_BL                 15         15         14          15             15
## FMPS_3M                 15         15         14          15             15
## FMPS_6M                 14         14         14          14             14
## FMPS_12M                15         15         14          15             15
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                  15             15              15         15
## PostPPD_3M                  15             15              15         15
## PostPPD_6M                  14             14              14         14
## PostPPD_12M                 15             15              15         15
## PostNoPPD.5_BL              15             15              15         15
## PostNoPPD.5_3M              15             15              15         15
## PostNoPPD.5_6M              15             15              15         15
## PostNoPPD.5_12M             15             15              15         15
## PostREC_BL                  15             15              15         15
## PostREC_3M                  15             15              15         15
## PostREC_6M                  14             14              14         14
## PostREC_12M                 15             15              15         15
## FMBS_BL                     15             15              15         15
## FMBS_3M                     15             15              15         15
## FMBS_6M                     14             14              14         14
## FMBS_12M                    15             15              15         15
## FMPS_BL                     15             15              15         15
## FMPS_3M                     15             15              15         15
## FMPS_6M                     14             14              14         14
## FMPS_12M                    15             15              15         15
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL              15         14          15      15      15      14
## PostPPD_3M              15         14          15      15      15      14
## PostPPD_6M              14         14          14      14      14      14
## PostPPD_12M             15         14          15      15      15      14
## PostNoPPD.5_BL          15         14          15      15      15      14
## PostNoPPD.5_3M          15         14          15      15      15      14
## PostNoPPD.5_6M          15         14          15      15      15      14
## PostNoPPD.5_12M         15         14          15      15      15      14
## PostREC_BL              15         14          15      15      15      14
## PostREC_3M              15         14          15      15      15      14
## PostREC_6M              14         14          14      14      14      14
## PostREC_12M             15         14          15      15      15      14
## FMBS_BL                 15         14          15      15      15      14
## FMBS_3M                 15         14          15      15      15      14
## FMBS_6M                 14         14          14      14      14      14
## FMBS_12M                15         14          15      15      15      14
## FMPS_BL                 15         14          15      15      15      14
## FMPS_3M                 15         14          15      15      15      14
## FMPS_6M                 14         14          14      14      14      14
## FMPS_12M                15         14          15      15      15      14
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL            15      15      15      14       15
## PostPPD_3M            15      15      15      14       15
## PostPPD_6M            14      14      14      14       14
## PostPPD_12M           15      15      15      14       15
## PostNoPPD.5_BL        15      15      15      14       15
## PostNoPPD.5_3M        15      15      15      14       15
## PostNoPPD.5_6M        15      15      15      14       15
## PostNoPPD.5_12M       15      15      15      14       15
## PostREC_BL            15      15      15      14       15
## PostREC_3M            15      15      15      14       15
## PostREC_6M            14      14      14      14       14
## PostREC_12M           15      15      15      14       15
## FMBS_BL               15      15      15      14       15
## FMBS_3M               15      15      15      14       15
## FMBS_6M               14      14      14      14       14
## FMBS_12M              15      15      15      14       15
## FMPS_BL               15      15      15      14       15
## FMPS_3M               15      15      15      14       15
## FMPS_6M               14      14      14      14       14
## FMPS_12M              15      15      15      14       15
## 
## P
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL                 0.0363     0.0184     0.0000      0.0000        
## PostPPD_3M      0.0363                0.0002     0.0020      0.0936        
## PostPPD_6M      0.0184     0.0002                0.0000      0.0622        
## PostPPD_12M     0.0000     0.0020     0.0000                 0.0006        
## PostNoPPD.5_BL  0.0000     0.0936     0.0622     0.0006                    
## PostNoPPD.5_3M  0.2023     0.0000     0.0048     0.0131      0.2716        
## PostNoPPD.5_6M  0.0130     0.0015     0.0000     0.0004      0.0379        
## PostNoPPD.5_12M 0.0019     0.0173     0.0014     0.0000      0.0040        
## PostREC_BL      0.0358     0.1672     0.0492     0.0437      0.0831        
## PostREC_3M      0.0061     0.3829     0.1670     0.0496      0.0084        
## PostREC_6M      0.0130     0.5922     0.1073     0.1545      0.0252        
## PostREC_12M     0.0049     0.2047     0.1024     0.0464      0.0127        
## FMBS_BL         0.0496     0.7826     0.5382     0.1376      0.0449        
## FMBS_3M         0.5272     0.8693     0.4159     0.2290      0.5879        
## FMBS_6M         0.3595     0.9686     0.2406     0.3156      0.2802        
## FMBS_12M        0.1617     0.1447     0.0461     0.0158      0.2087        
## FMPS_BL         0.8563     0.6543     0.6506     0.6001      0.8252        
## FMPS_3M         0.8737     0.8684     0.6239     0.6447      0.9510        
## FMPS_6M         0.9860     0.4821     0.1987     0.5052      0.9003        
## FMPS_12M        0.3800     0.3800     0.1716     0.7285      0.4409        
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL      0.2023         0.0130         0.0019          0.0358    
## PostPPD_3M      0.0000         0.0015         0.0173          0.1672    
## PostPPD_6M      0.0048         0.0000         0.0014          0.0492    
## PostPPD_12M     0.0131         0.0004         0.0000          0.0437    
## PostNoPPD.5_BL  0.2716         0.0379         0.0040          0.0831    
## PostNoPPD.5_3M                 0.0045         0.0123          0.4078    
## PostNoPPD.5_6M  0.0045                        0.0003          0.0118    
## PostNoPPD.5_12M 0.0123         0.0003                         0.1172    
## PostREC_BL      0.4078         0.0118         0.1172                    
## PostREC_3M      0.7409         0.0650         0.1542          0.0000    
## PostREC_6M      0.9089         0.1936         0.3574          0.0003    
## PostREC_12M     0.6107         0.0422         0.1918          0.0000    
## FMBS_BL         0.6743         0.5494         0.1322          0.0196    
## FMBS_3M         0.7706         0.8597         0.2473          0.3886    
## FMBS_6M         0.5787         0.5671         0.1716          0.0694    
## FMBS_12M        0.0339         0.1328         0.0155          0.2771    
## FMPS_BL         0.5010         0.7157         0.9165          0.2901    
## FMPS_3M         0.7408         0.4110         0.5023          0.8135    
## FMPS_6M         0.5258         0.1819         0.4925          0.0170    
## FMPS_12M        0.1880         0.6354         0.6461          0.6924    
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL      0.0061     0.0130     0.0049      0.0496  0.5272  0.3595 
## PostPPD_3M      0.3829     0.5922     0.2047      0.7826  0.8693  0.9686 
## PostPPD_6M      0.1670     0.1073     0.1024      0.5382  0.4159  0.2406 
## PostPPD_12M     0.0496     0.1545     0.0464      0.1376  0.2290  0.3156 
## PostNoPPD.5_BL  0.0084     0.0252     0.0127      0.0449  0.5879  0.2802 
## PostNoPPD.5_3M  0.7409     0.9089     0.6107      0.6743  0.7706  0.5787 
## PostNoPPD.5_6M  0.0650     0.1936     0.0422      0.5494  0.8597  0.5671 
## PostNoPPD.5_12M 0.1542     0.3574     0.1918      0.1322  0.2473  0.1716 
## PostREC_BL      0.0000     0.0003     0.0000      0.0196  0.3886  0.0694 
## PostREC_3M                 0.0000     0.0000      0.0061  0.6062  0.0961 
## PostREC_6M      0.0000                0.0000      0.0160  0.6695  0.0915 
## PostREC_12M     0.0000     0.0000                 0.0181  0.7603  0.2352 
## FMBS_BL         0.0061     0.0160     0.0181              0.0341  0.0007 
## FMBS_3M         0.6062     0.6695     0.7603      0.0341          0.0092 
## FMBS_6M         0.0961     0.0915     0.2352      0.0007  0.0092         
## FMBS_12M        0.4140     0.6241     0.4797      0.0379  0.0154  0.0068 
## FMPS_BL         0.5580     0.8648     0.6181      0.5620  0.1507  0.6095 
## FMPS_3M         0.4088     0.1583     0.3389      0.7443  0.2039  0.7109 
## FMPS_6M         0.2914     0.4799     0.4597      0.6581  0.3526  0.1354 
## FMPS_12M        0.1599     0.1725     0.1337      0.3199  0.6569  0.7860 
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL      0.1617   0.8563  0.8737  0.9860  0.3800  
## PostPPD_3M      0.1447   0.6543  0.8684  0.4821  0.3800  
## PostPPD_6M      0.0461   0.6506  0.6239  0.1987  0.1716  
## PostPPD_12M     0.0158   0.6001  0.6447  0.5052  0.7285  
## PostNoPPD.5_BL  0.2087   0.8252  0.9510  0.9003  0.4409  
## PostNoPPD.5_3M  0.0339   0.5010  0.7408  0.5258  0.1880  
## PostNoPPD.5_6M  0.1328   0.7157  0.4110  0.1819  0.6354  
## PostNoPPD.5_12M 0.0155   0.9165  0.5023  0.4925  0.6461  
## PostREC_BL      0.2771   0.2901  0.8135  0.0170  0.6924  
## PostREC_3M      0.4140   0.5580  0.4088  0.2914  0.1599  
## PostREC_6M      0.6241   0.8648  0.1583  0.4799  0.1725  
## PostREC_12M     0.4797   0.6181  0.3389  0.4597  0.1337  
## FMBS_BL         0.0379   0.5620  0.7443  0.6581  0.3199  
## FMBS_3M         0.0154   0.1507  0.2039  0.3526  0.6569  
## FMBS_6M         0.0068   0.6095  0.7109  0.1354  0.7860  
## FMBS_12M                 0.1627  0.2847  0.6411  0.1691  
## FMPS_BL         0.1627           0.1214  0.1442  0.0655  
## FMPS_3M         0.2847   0.1214          0.0542  0.0048  
## FMPS_6M         0.6411   0.1442  0.0542          0.0637  
## FMPS_12M        0.1691   0.0655  0.0048  0.0637

## Warning in if (rownames.force %in% FALSE) NULL else if (rownames.force %in% :
## the condition has length > 1 and only the first element will be used

##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL            1.00       0.54       0.62        0.85           0.96
## PostPPD_3M            0.54       1.00       0.83        0.73           0.45
## PostPPD_6M            0.62       0.83       1.00        0.86           0.51
## PostPPD_12M           0.85       0.73       0.86        1.00           0.78
## PostNoPPD.5_BL        0.96       0.45       0.51        0.78           1.00
## PostNoPPD.5_3M        0.35       0.89       0.71        0.62           0.30
## PostNoPPD.5_6M        0.62       0.74       0.86        0.80           0.54
## PostNoPPD.5_12M       0.73       0.60       0.77        0.91           0.70
## PostREC_BL            0.54       0.38       0.53        0.53           0.46
## PostREC_3M            0.67       0.24       0.39        0.51           0.65
## PostREC_6M            0.64       0.16       0.45        0.40           0.59
## PostREC_12M           0.68       0.35       0.45        0.52           0.63
## FMBS_BL               0.51       0.08       0.18        0.40           0.52
## FMBS_3M               0.18       0.05       0.24        0.33           0.15
## FMBS_6M               0.27      -0.01       0.34        0.29           0.31
## FMBS_12M              0.38       0.40       0.54        0.61           0.34
## FMPS_BL              -0.05       0.13       0.13        0.15          -0.06
## FMPS_3M              -0.04       0.05       0.14        0.13          -0.02
## FMPS_6M               0.01       0.20       0.37        0.19           0.04
## FMPS_12M             -0.24       0.24       0.39        0.10          -0.22
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                0.35           0.62            0.73       0.54
## PostPPD_3M                0.89           0.74            0.60       0.38
## PostPPD_6M                0.71           0.86            0.77       0.53
## PostPPD_12M               0.62           0.80            0.91       0.53
## PostNoPPD.5_BL            0.30           0.54            0.70       0.46
## PostNoPPD.5_3M            1.00           0.69            0.63       0.23
## PostNoPPD.5_6M            0.69           1.00            0.81       0.63
## PostNoPPD.5_12M           0.63           0.81            1.00       0.42
## PostREC_BL                0.23           0.63            0.42       1.00
## PostREC_3M                0.09           0.49            0.39       0.88
## PostREC_6M               -0.03           0.37            0.27       0.82
## PostREC_12M               0.14           0.53            0.36       0.88
## FMBS_BL                   0.12           0.17            0.41       0.59
## FMBS_3M                   0.08           0.05            0.32       0.24
## FMBS_6M                   0.16           0.17            0.39       0.50
## FMBS_12M                  0.55           0.41            0.61       0.30
## FMPS_BL                   0.19           0.10            0.03       0.29
## FMPS_3M                   0.09           0.23            0.19       0.07
## FMPS_6M                   0.19           0.38            0.20       0.62
## FMPS_12M                  0.36           0.13            0.13      -0.11
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL            0.67       0.64        0.68    0.51    0.18    0.27
## PostPPD_3M            0.24       0.16        0.35    0.08    0.05   -0.01
## PostPPD_6M            0.39       0.45        0.45    0.18    0.24    0.34
## PostPPD_12M           0.51       0.40        0.52    0.40    0.33    0.29
## PostNoPPD.5_BL        0.65       0.59        0.63    0.52    0.15    0.31
## PostNoPPD.5_3M        0.09      -0.03        0.14    0.12    0.08    0.16
## PostNoPPD.5_6M        0.49       0.37        0.53    0.17    0.05    0.17
## PostNoPPD.5_12M       0.39       0.27        0.36    0.41    0.32    0.39
## PostREC_BL            0.88       0.82        0.88    0.59    0.24    0.50
## PostREC_3M            1.00       0.97        0.97    0.67    0.14    0.46
## PostREC_6M            0.97       1.00        0.98    0.63    0.13    0.47
## PostREC_12M           0.97       0.98        1.00    0.60    0.09    0.34
## FMBS_BL               0.67       0.63        0.60    1.00    0.55    0.79
## FMBS_3M               0.14       0.13        0.09    0.55    1.00    0.67
## FMBS_6M               0.46       0.47        0.34    0.79    0.67    1.00
## FMBS_12M              0.23       0.14        0.20    0.54    0.61    0.69
## FMPS_BL               0.16       0.05        0.14    0.16    0.39    0.15
## FMPS_3M              -0.23      -0.40       -0.27   -0.09    0.35    0.11
## FMPS_6M               0.30       0.21        0.22    0.13    0.27    0.42
## FMPS_12M             -0.38      -0.39       -0.41   -0.28    0.13    0.08
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL          0.38   -0.05   -0.04    0.01    -0.24
## PostPPD_3M          0.40    0.13    0.05    0.20     0.24
## PostPPD_6M          0.54    0.13    0.14    0.37     0.39
## PostPPD_12M         0.61    0.15    0.13    0.19     0.10
## PostNoPPD.5_BL      0.34   -0.06   -0.02    0.04    -0.22
## PostNoPPD.5_3M      0.55    0.19    0.09    0.19     0.36
## PostNoPPD.5_6M      0.41    0.10    0.23    0.38     0.13
## PostNoPPD.5_12M     0.61    0.03    0.19    0.20     0.13
## PostREC_BL          0.30    0.29    0.07    0.62    -0.11
## PostREC_3M          0.23    0.16   -0.23    0.30    -0.38
## PostREC_6M          0.14    0.05   -0.40    0.21    -0.39
## PostREC_12M         0.20    0.14   -0.27    0.22    -0.41
## FMBS_BL             0.54    0.16   -0.09    0.13    -0.28
## FMBS_3M             0.61    0.39    0.35    0.27     0.13
## FMBS_6M             0.69    0.15    0.11    0.42     0.08
## FMBS_12M            1.00    0.38    0.30    0.14     0.37
## FMPS_BL             0.38    1.00    0.42    0.41     0.49
## FMPS_3M             0.30    0.42    1.00    0.52     0.68
## FMPS_6M             0.14    0.41    0.52    1.00     0.51
## FMPS_12M            0.37    0.49    0.68    0.51     1.00
## 
## n
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL              15         15         14          15             15
## PostPPD_3M              15         15         14          15             15
## PostPPD_6M              14         14         14          14             14
## PostPPD_12M             15         15         14          15             15
## PostNoPPD.5_BL          15         15         14          15             15
## PostNoPPD.5_3M          15         15         14          15             15
## PostNoPPD.5_6M          15         15         14          15             15
## PostNoPPD.5_12M         15         15         14          15             15
## PostREC_BL              15         15         14          15             15
## PostREC_3M              15         15         14          15             15
## PostREC_6M              14         14         14          14             14
## PostREC_12M             15         15         14          15             15
## FMBS_BL                 15         15         14          15             15
## FMBS_3M                 15         15         14          15             15
## FMBS_6M                 14         14         14          14             14
## FMBS_12M                15         15         14          15             15
## FMPS_BL                 15         15         14          15             15
## FMPS_3M                 15         15         14          15             15
## FMPS_6M                 14         14         14          14             14
## FMPS_12M                15         15         14          15             15
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL                  15             15              15         15
## PostPPD_3M                  15             15              15         15
## PostPPD_6M                  14             14              14         14
## PostPPD_12M                 15             15              15         15
## PostNoPPD.5_BL              15             15              15         15
## PostNoPPD.5_3M              15             15              15         15
## PostNoPPD.5_6M              15             15              15         15
## PostNoPPD.5_12M             15             15              15         15
## PostREC_BL                  15             15              15         15
## PostREC_3M                  15             15              15         15
## PostREC_6M                  14             14              14         14
## PostREC_12M                 15             15              15         15
## FMBS_BL                     15             15              15         15
## FMBS_3M                     15             15              15         15
## FMBS_6M                     14             14              14         14
## FMBS_12M                    15             15              15         15
## FMPS_BL                     15             15              15         15
## FMPS_3M                     15             15              15         15
## FMPS_6M                     14             14              14         14
## FMPS_12M                    15             15              15         15
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL              15         14          15      15      15      14
## PostPPD_3M              15         14          15      15      15      14
## PostPPD_6M              14         14          14      14      14      14
## PostPPD_12M             15         14          15      15      15      14
## PostNoPPD.5_BL          15         14          15      15      15      14
## PostNoPPD.5_3M          15         14          15      15      15      14
## PostNoPPD.5_6M          15         14          15      15      15      14
## PostNoPPD.5_12M         15         14          15      15      15      14
## PostREC_BL              15         14          15      15      15      14
## PostREC_3M              15         14          15      15      15      14
## PostREC_6M              14         14          14      14      14      14
## PostREC_12M             15         14          15      15      15      14
## FMBS_BL                 15         14          15      15      15      14
## FMBS_3M                 15         14          15      15      15      14
## FMBS_6M                 14         14          14      14      14      14
## FMBS_12M                15         14          15      15      15      14
## FMPS_BL                 15         14          15      15      15      14
## FMPS_3M                 15         14          15      15      15      14
## FMPS_6M                 14         14          14      14      14      14
## FMPS_12M                15         14          15      15      15      14
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL            15      15      15      14       15
## PostPPD_3M            15      15      15      14       15
## PostPPD_6M            14      14      14      14       14
## PostPPD_12M           15      15      15      14       15
## PostNoPPD.5_BL        15      15      15      14       15
## PostNoPPD.5_3M        15      15      15      14       15
## PostNoPPD.5_6M        15      15      15      14       15
## PostNoPPD.5_12M       15      15      15      14       15
## PostREC_BL            15      15      15      14       15
## PostREC_3M            15      15      15      14       15
## PostREC_6M            14      14      14      14       14
## PostREC_12M           15      15      15      14       15
## FMBS_BL               15      15      15      14       15
## FMBS_3M               15      15      15      14       15
## FMBS_6M               14      14      14      14       14
## FMBS_12M              15      15      15      14       15
## FMPS_BL               15      15      15      14       15
## FMPS_3M               15      15      15      14       15
## FMPS_6M               14      14      14      14       14
## FMPS_12M              15      15      15      14       15
## 
## P
##                 PostPPD_BL PostPPD_3M PostPPD_6M PostPPD_12M PostNoPPD.5_BL
## PostPPD_BL                 0.0363     0.0184     0.0000      0.0000        
## PostPPD_3M      0.0363                0.0002     0.0020      0.0936        
## PostPPD_6M      0.0184     0.0002                0.0000      0.0622        
## PostPPD_12M     0.0000     0.0020     0.0000                 0.0006        
## PostNoPPD.5_BL  0.0000     0.0936     0.0622     0.0006                    
## PostNoPPD.5_3M  0.2023     0.0000     0.0048     0.0131      0.2716        
## PostNoPPD.5_6M  0.0130     0.0015     0.0000     0.0004      0.0379        
## PostNoPPD.5_12M 0.0019     0.0173     0.0014     0.0000      0.0040        
## PostREC_BL      0.0358     0.1672     0.0492     0.0437      0.0831        
## PostREC_3M      0.0061     0.3829     0.1670     0.0496      0.0084        
## PostREC_6M      0.0130     0.5922     0.1073     0.1545      0.0252        
## PostREC_12M     0.0049     0.2047     0.1024     0.0464      0.0127        
## FMBS_BL         0.0496     0.7826     0.5382     0.1376      0.0449        
## FMBS_3M         0.5272     0.8693     0.4159     0.2290      0.5879        
## FMBS_6M         0.3595     0.9686     0.2406     0.3156      0.2802        
## FMBS_12M        0.1617     0.1447     0.0461     0.0158      0.2087        
## FMPS_BL         0.8563     0.6543     0.6506     0.6001      0.8252        
## FMPS_3M         0.8737     0.8684     0.6239     0.6447      0.9510        
## FMPS_6M         0.9860     0.4821     0.1987     0.5052      0.9003        
## FMPS_12M        0.3800     0.3800     0.1716     0.7285      0.4409        
##                 PostNoPPD.5_3M PostNoPPD.5_6M PostNoPPD.5_12M PostREC_BL
## PostPPD_BL      0.2023         0.0130         0.0019          0.0358    
## PostPPD_3M      0.0000         0.0015         0.0173          0.1672    
## PostPPD_6M      0.0048         0.0000         0.0014          0.0492    
## PostPPD_12M     0.0131         0.0004         0.0000          0.0437    
## PostNoPPD.5_BL  0.2716         0.0379         0.0040          0.0831    
## PostNoPPD.5_3M                 0.0045         0.0123          0.4078    
## PostNoPPD.5_6M  0.0045                        0.0003          0.0118    
## PostNoPPD.5_12M 0.0123         0.0003                         0.1172    
## PostREC_BL      0.4078         0.0118         0.1172                    
## PostREC_3M      0.7409         0.0650         0.1542          0.0000    
## PostREC_6M      0.9089         0.1936         0.3574          0.0003    
## PostREC_12M     0.6107         0.0422         0.1918          0.0000    
## FMBS_BL         0.6743         0.5494         0.1322          0.0196    
## FMBS_3M         0.7706         0.8597         0.2473          0.3886    
## FMBS_6M         0.5787         0.5671         0.1716          0.0694    
## FMBS_12M        0.0339         0.1328         0.0155          0.2771    
## FMPS_BL         0.5010         0.7157         0.9165          0.2901    
## FMPS_3M         0.7408         0.4110         0.5023          0.8135    
## FMPS_6M         0.5258         0.1819         0.4925          0.0170    
## FMPS_12M        0.1880         0.6354         0.6461          0.6924    
##                 PostREC_3M PostREC_6M PostREC_12M FMBS_BL FMBS_3M FMBS_6M
## PostPPD_BL      0.0061     0.0130     0.0049      0.0496  0.5272  0.3595 
## PostPPD_3M      0.3829     0.5922     0.2047      0.7826  0.8693  0.9686 
## PostPPD_6M      0.1670     0.1073     0.1024      0.5382  0.4159  0.2406 
## PostPPD_12M     0.0496     0.1545     0.0464      0.1376  0.2290  0.3156 
## PostNoPPD.5_BL  0.0084     0.0252     0.0127      0.0449  0.5879  0.2802 
## PostNoPPD.5_3M  0.7409     0.9089     0.6107      0.6743  0.7706  0.5787 
## PostNoPPD.5_6M  0.0650     0.1936     0.0422      0.5494  0.8597  0.5671 
## PostNoPPD.5_12M 0.1542     0.3574     0.1918      0.1322  0.2473  0.1716 
## PostREC_BL      0.0000     0.0003     0.0000      0.0196  0.3886  0.0694 
## PostREC_3M                 0.0000     0.0000      0.0061  0.6062  0.0961 
## PostREC_6M      0.0000                0.0000      0.0160  0.6695  0.0915 
## PostREC_12M     0.0000     0.0000                 0.0181  0.7603  0.2352 
## FMBS_BL         0.0061     0.0160     0.0181              0.0341  0.0007 
## FMBS_3M         0.6062     0.6695     0.7603      0.0341          0.0092 
## FMBS_6M         0.0961     0.0915     0.2352      0.0007  0.0092         
## FMBS_12M        0.4140     0.6241     0.4797      0.0379  0.0154  0.0068 
## FMPS_BL         0.5580     0.8648     0.6181      0.5620  0.1507  0.6095 
## FMPS_3M         0.4088     0.1583     0.3389      0.7443  0.2039  0.7109 
## FMPS_6M         0.2914     0.4799     0.4597      0.6581  0.3526  0.1354 
## FMPS_12M        0.1599     0.1725     0.1337      0.3199  0.6569  0.7860 
##                 FMBS_12M FMPS_BL FMPS_3M FMPS_6M FMPS_12M
## PostPPD_BL      0.1617   0.8563  0.8737  0.9860  0.3800  
## PostPPD_3M      0.1447   0.6543  0.8684  0.4821  0.3800  
## PostPPD_6M      0.0461   0.6506  0.6239  0.1987  0.1716  
## PostPPD_12M     0.0158   0.6001  0.6447  0.5052  0.7285  
## PostNoPPD.5_BL  0.2087   0.8252  0.9510  0.9003  0.4409  
## PostNoPPD.5_3M  0.0339   0.5010  0.7408  0.5258  0.1880  
## PostNoPPD.5_6M  0.1328   0.7157  0.4110  0.1819  0.6354  
## PostNoPPD.5_12M 0.0155   0.9165  0.5023  0.4925  0.6461  
## PostREC_BL      0.2771   0.2901  0.8135  0.0170  0.6924  
## PostREC_3M      0.4140   0.5580  0.4088  0.2914  0.1599  
## PostREC_6M      0.6241   0.8648  0.1583  0.4799  0.1725  
## PostREC_12M     0.4797   0.6181  0.3389  0.4597  0.1337  
## FMBS_BL         0.0379   0.5620  0.7443  0.6581  0.3199  
## FMBS_3M         0.0154   0.1507  0.2039  0.3526  0.6569  
## FMBS_6M         0.0068   0.6095  0.7109  0.1354  0.7860  
## FMBS_12M                 0.1627  0.2847  0.6411  0.1691  
## FMPS_BL         0.1627           0.1214  0.1442  0.0655  
## FMPS_3M         0.2847   0.1214          0.0542  0.0048  
## FMPS_6M         0.6411   0.1442  0.0542          0.0637  
## FMPS_12M        0.1691   0.0655  0.0048  0.0637

Central tendencies by group and wave

Group RPFO

Mean G1

Median G1

Group 2

Mean G2

Median G2

Group3

Mean G3

Median G3