Regression for Same Time Period - Three Cities

## 
## Please cite as:
##  Hlavac, Marek (2018). stargazer: Well-Formatted Regression and Summary Statistics Tables.
##  R package version 5.2.2. https://CRAN.R-project.org/package=stargazer
## 
## =================================================================
##                                        Dependent variable:       
##                                  --------------------------------
##                                    Number of Calls for Service   
##                                   Property   Disorder   Violent  
##                                     (1)        (2)        (3)    
## -----------------------------------------------------------------
## Change in Airbnb (log)            0.152***   0.169***   0.070*** 
##                                   (0.006)    (0.007)    (0.005)  
##                                                                  
## % White                           0.104***   0.198***  -0.129*** 
##                                   (0.032)    (0.037)    (0.026)  
##                                                                  
## % Housing Vacant                  0.438***   0.795***   0.651*** 
##                                   (0.054)    (0.062)    (0.044)  
##                                                                  
## % College Grduate                  -0.062   -0.128***  -0.359*** 
##                                   (0.041)    (0.047)    (0.033)  
##                                                                  
## Median Income (log)              -0.303***  -0.422***  -0.367*** 
##                                   (0.016)    (0.018)    (0.013)  
##                                                                  
## Median Rent (log)                  0.003    -0.057***   -0.035** 
##                                   (0.018)    (0.021)    (0.015)  
##                                                                  
## Population (log)                  0.349***   0.435***   0.316*** 
##                                   (0.010)    (0.012)    (0.009)  
##                                                                  
## Constant                          1.346***   3.323***   2.776*** 
##                                   (0.207)    (0.240)    (0.169)  
##                                                                  
## -----------------------------------------------------------------
## Neighbourhood FE                    Yes        Yes        Yes    
## Time FE                             Yes        Yes        Yes    
## Observations                       40,945     40,945     40,945  
## R2                                 0.395      0.445      0.418   
## Adjusted R2                        0.392      0.442      0.415   
## Residual Std. Error (df = 40716)   0.733      0.851      0.599   
## F Statistic (df = 228; 40716)    116.747*** 143.035*** 128.444***
## =================================================================
## Note:                                 *p<0.1; **p<0.05; ***p<0.01
## 
## ===============================
## Three Cities - Same Time Period
## -------------------------------
## 
## ==============================================================
##                                       Dependent variable:     
##                                  -----------------------------
##                                   Change in Calls for Service 
##                                   Property  Disorder  Violent 
##                                     (1)        (2)      (3)   
## --------------------------------------------------------------
## Change in Airbnb (log)           -0.052***  -0.016**   -0.014 
##                                   (0.009)    (0.007)  (0.009) 
##                                                               
## % White                            -0.003    -0.004*   -0.001 
##                                   (0.003)    (0.002)  (0.003) 
##                                                               
## % Housing Vacant                   -0.002    -0.004    -0.001 
##                                   (0.004)    (0.004)  (0.005) 
##                                                               
## % College Grduate                  0.003     0.006**   0.002  
##                                   (0.003)    (0.003)  (0.004) 
##                                                               
## Median Income (log)                0.001     -0.001   -0.0002 
##                                   (0.001)    (0.001)  (0.001) 
##                                                               
## Median Rent (log)                 -0.003*   -0.003***  0.001  
##                                   (0.002)    (0.001)  (0.002) 
##                                                               
## Population (log)                   -0.001   -0.002**  -0.0001 
##                                   (0.001)    (0.001)  (0.001) 
##                                                               
## Constant                          4.952***  7.199***  3.926***
##                                   (0.049)    (0.040)  (0.050) 
##                                                               
## --------------------------------------------------------------
## Neighbourhood FE                    Yes        Yes      Yes   
## Time FE                             Yes        Yes      Yes   
## Observations                       32,498    32,498    32,498 
## R2                                 0.036      0.023    0.012  
## Adjusted R2                        0.030      0.016    0.005  
## Residual Std. Error (df = 32278)   0.056      0.046    0.057  
## F Statistic (df = 219; 32278)     5.576***  3.474***  1.715***
## ==============================================================
## Note:                              *p<0.1; **p<0.05; ***p<0.01
## 
## ======================
## Three Cities - Changes
## ----------------------

Robustness Check on Just New Orleans

## 
## =================================================================
##                                        Dependent variable:       
##                                  --------------------------------
##                                    Number of Calls for Service   
##                                   Property   Disorder   Violent  
##                                     (1)        (2)        (3)    
## -----------------------------------------------------------------
## Change in Airbnb (log)            0.056***   0.047***    -0.003  
##                                   (0.008)    (0.007)    (0.007)  
##                                                                  
## Hotels (log)                      0.224***   0.220***   0.185*** 
##                                   (0.016)    (0.013)    (0.014)  
##                                                                  
## % White                           0.126**    0.390***   -0.111** 
##                                   (0.051)    (0.042)    (0.044)  
##                                                                  
## % Housing Vacant                  0.501***   0.981***   0.838*** 
##                                   (0.061)    (0.051)    (0.052)  
##                                                                  
## % College Grduate                  0.038    -0.463***  -0.479*** 
##                                   (0.060)    (0.050)    (0.052)  
##                                                                  
## Median Income (log)              -0.179***  -0.253***  -0.257*** 
##                                   (0.021)    (0.017)    (0.018)  
##                                                                  
## Median Rent (log)                -0.117***  -0.059***  -0.118*** 
##                                   (0.026)    (0.022)    (0.023)  
##                                                                  
## Population (log)                  0.347***   0.569***   0.390*** 
##                                   (0.016)    (0.013)    (0.013)  
##                                                                  
## Constant                          1.216***   2.099***   1.732*** 
##                                   (0.236)    (0.197)    (0.203)  
##                                                                  
## -----------------------------------------------------------------
## Neighbourhood FE                    Yes        Yes        Yes    
## Time FE                             Yes        Yes        Yes    
## Observations                       16,520     16,520     16,520  
## R2                                 0.406      0.567      0.485   
## Adjusted R2                        0.402      0.564      0.481   
## Residual Std. Error (df = 16408)   0.640      0.534      0.549   
## F Statistic (df = 111; 16408)    101.014*** 193.878*** 139.004***
## =================================================================
## Note:                                 *p<0.1; **p<0.05; ***p<0.01
## 
## ==============================
## New Orleans - Same Time Period
## ------------------------------
## 
## ==============================================================
##                                       Dependent variable:     
##                                  -----------------------------
##                                   Change in Calls for Service 
##                                   Property  Disorder  Violent 
##                                     (1)        (2)      (3)   
## --------------------------------------------------------------
## Change in Airbnb (log)           -0.095***  -0.095***  -0.030 
##                                   (0.011)    (0.013)  (0.022) 
##                                                               
## Hotels (log)                      -0.004**   -0.003*   -0.004 
##                                   (0.002)    (0.002)  (0.003) 
##                                                               
## % White                            0.008      0.001    0.009  
##                                   (0.005)    (0.006)  (0.010) 
##                                                               
## % Housing Vacant                   0.005      0.003    0.002  
##                                   (0.006)    (0.007)  (0.012) 
##                                                               
## % College Grduate                  -0.004     0.006    -0.001 
##                                   (0.006)    (0.007)  (0.012) 
##                                                               
## Median Income (log)                0.002     -0.003    0.003  
##                                   (0.002)    (0.002)  (0.004) 
##                                                               
## Median Rent (log)                  -0.002     0.001    -0.001 
##                                   (0.003)    (0.003)  (0.005) 
##                                                               
## Population (log)                   -0.001     0.001    -0.005 
##                                   (0.002)    (0.002)  (0.003) 
##                                                               
## Constant                          4.997***  6.068***  3.252***
##                                   (0.063)    (0.073)  (0.123) 
##                                                               
## --------------------------------------------------------------
## Neighbourhood FE                    Yes        Yes      Yes   
## Time FE                             Yes        Yes      Yes   
## Observations                       14,455    14,455    14,455 
## R2                                 0.019      0.027    0.009  
## Adjusted R2                        0.011      0.020    0.002  
## Residual Std. Error (df = 14348)   0.062      0.072    0.122  
## F Statistic (df = 106; 14348)     2.551***  3.797***  1.286** 
## ==============================================================
## Note:                              *p<0.1; **p<0.05; ***p<0.01
## 
## =====================
## New Orleans - Changes
## ---------------------