人口(対数)と私立大学公立化の関係(2009-2020)
15-19歳 20-24歳 25-29歳 30-34歳 35-39歳 40-44歳
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
public_dummy 0.058** 0.043* -0.003 0.007 -0.006 0.046***
(0.018) (0.021) (0.013) (0.013) (0.021) (0.012)
FinStrength -0.001 0.001 0.057 0.022 0.093** -0.001
(0.050) (0.042) (0.045) (0.040) (0.033) (0.042)
Unemployed_rate -0.451 -0.506 -0.338 -0.197 0.546+ -0.234
(0.371) (0.497) (0.383) (0.290) (0.294) (0.278)
industry2_rate 0.249 -0.406 -0.207 0.179 0.787* 0.199
(0.423) (0.417) (0.342) (0.295) (0.315) (0.364)
industry3_rate -0.602 -0.706* -0.351 0.144 0.483+ -0.242
(0.396) (0.356) (0.304) (0.256) (0.271) (0.307)
pop.14_rate -4.485*** -5.366*** -1.705* 2.515*** 6.627*** 6.164***
(0.633) (1.044) (0.757) (0.738) (0.405) (0.517)
pop65._rate -3.865*** -5.254*** -5.397*** -3.714*** -1.565*** 0.041
(0.279) (0.423) (0.347) (0.231) (0.216) (0.250)
Pref_name北海道 × Year -0.008+ 0.006 0.001 -0.020*** -0.024*** -0.010**
(0.004) (0.005) (0.005) (0.003) (0.003) (0.003)
Year × Pref_name青森県 -0.010* 0.001 -0.007 -0.014*** -0.012*** -0.014***
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name岩手県 -0.013** 0.003 -0.001 -0.015*** -0.014*** -0.011*
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name宮城県 -0.001 0.000 -0.006 -0.009* 0.000 0.004
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name秋田県 -0.010+ 0.002 -0.012* -0.017*** -0.008* -0.010*
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name山形県 -0.011* -0.009+ -0.011* -0.012*** 0.000 -0.003
(0.005) (0.005) (0.005) (0.003) (0.003) (0.003)
Year × Pref_name福島県 -0.014** -0.006 -0.004 -0.007+ 0.000 0.000
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name茨城県 0.005 0.012* 0.009* -0.004 -0.009** 0.001
(0.005) (0.005) (0.005) (0.003) (0.003) (0.004)
Year × Pref_name栃木県 0.004 0.006 0.006 -0.004 -0.008* 0.003
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name群馬県 -0.002 0.010 0.009+ -0.009* -0.016*** -0.004
(0.006) (0.006) (0.005) (0.004) (0.004) (0.005)
Year × Pref_name埼玉県 0.012** 0.022*** 0.017*** -0.005 -0.017*** 0.000
(0.005) (0.005) (0.005) (0.004) (0.003) (0.003)
Year × Pref_name千葉県 0.008+ 0.019*** 0.013** -0.005 -0.016*** -0.004
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name東京都 0.010+ 0.011 0.006 -0.009 -0.018*** -0.008*
(0.006) (0.007) (0.005) (0.006) (0.004) (0.004)
Year × Pref_name神奈川県 0.017*** 0.020*** 0.008+ -0.014*** -0.023*** -0.009*
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name新潟県 -0.010* 0.003 0.005 -0.014*** -0.010* -0.007+
(0.005) (0.005) (0.007) (0.004) (0.004) (0.004)
Year × Pref_name富山県 0.009+ 0.018*** 0.009* -0.019*** -0.026*** 0.004
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name石川県 0.009 0.021*** 0.013** -0.017*** -0.025*** 0.002
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name福井県 -0.009 0.003 0.009+ -0.010** -0.014*** -0.001
(0.006) (0.006) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name山梨県 -0.011+ 0.005 0.008 -0.009* -0.016*** -0.017***
(0.007) (0.007) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name長野県 -0.008 0.004 0.004 -0.015*** -0.019*** -0.008*
(0.005) (0.006) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name岐阜県 0.006 0.013* 0.007 -0.010** -0.017*** -0.001
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name静岡県 0.009+ 0.013** 0.009+ -0.010** -0.020*** -0.006
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name愛知県 0.016*** 0.019*** 0.012* -0.006+ -0.018*** 0.002
(0.005) (0.005) (0.005) (0.004) (0.003) (0.003)
Year × Pref_name三重県 0.005 0.013** 0.004 -0.011** -0.020*** -0.003
(0.005) (0.005) (0.005) (0.004) (0.004) (0.005)
Year × Pref_name滋賀県 0.012* 0.008 0.004 -0.008* -0.011*** 0.007+
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name京都府 0.006 0.015** 0.006 -0.010** -0.021*** -0.004
(0.007) (0.006) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name大阪府 0.015** 0.023*** 0.013** -0.011** -0.028*** -0.007*
(0.005) (0.005) (0.004) (0.003) (0.003) (0.003)
Year × Pref_name兵庫県 0.005 0.012* 0.004 -0.010** -0.019*** -0.003
(0.005) (0.005) (0.005) (0.004) (0.003) (0.003)
Year × Pref_name奈良県 -0.010 -0.001 0.009 -0.008+ -0.024*** -0.022***
(0.007) (0.006) (0.005) (0.004) (0.004) (0.005)
Year × Pref_name和歌山県 -0.011 -0.001 0.001 -0.012** -0.028*** -0.015**
(0.007) (0.005) (0.005) (0.004) (0.005) (0.004)
Year × Pref_name鳥取県 -0.008 0.000 -0.005 -0.013*** -0.008* -0.001
(0.007) (0.006) (0.004) (0.004) (0.004) (0.005)
Year × Pref_name島根県 -0.002 0.004 0.003 -0.009 -0.012* 0.005
(0.006) (0.005) (0.006) (0.006) (0.005) (0.004)
Year × Pref_name岡山県 0.001 0.006 0.003 -0.011** -0.019*** 0.000
(0.005) (0.005) (0.004) (0.003) (0.003) (0.004)
Year × Pref_name広島県 0.001 0.015** 0.010* -0.012** -0.026*** -0.004
(0.005) (0.005) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name山口県 0.006 0.012+ 0.002 -0.016*** -0.025*** -0.003
(0.005) (0.006) (0.005) (0.004) (0.004) (0.004)
Year × Pref_name徳島県 -0.001 0.001 -0.006 -0.011** -0.011** -0.004
(0.006) (0.005) (0.006) (0.003) (0.004) (0.005)
Year × Pref_name香川県 0.007 0.016** 0.008+ -0.011** -0.019*** 0.003
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name愛媛県 0.002 0.009 0.004 -0.014*** -0.020*** -0.004
(0.005) (0.006) (0.006) (0.004) (0.004) (0.004)
Year × Pref_name高知県 -0.012* 0.001 -0.004 -0.016*** -0.022*** -0.009+
(0.006) (0.006) (0.005) (0.004) (0.004) (0.005)
Year × Pref_name福岡県 0.011* 0.015*** 0.001 -0.010** -0.012*** 0.001
(0.004) (0.004) (0.004) (0.003) (0.003) (0.003)
Year × Pref_name佐賀県 0.001 0.006 0.001 -0.009* -0.003 -0.001
(0.005) (0.005) (0.004) (0.004) (0.003) (0.004)
Year × Pref_name長崎県 -0.007 0.006 0.001 -0.009* -0.010** -0.012**
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name熊本県 -0.007 -0.001 -0.005 -0.008* -0.005 -0.012**
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name大分県 -0.002 0.009+ 0.000 -0.016*** -0.012*** -0.004
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name宮崎県 0.002 0.006 -0.009+ -0.014*** -0.005 -0.006
(0.005) (0.005) (0.005) (0.004) (0.003) (0.004)
Year × Pref_name鹿児島県 -0.006 -0.002 -0.015*** -0.013*** -0.008* -0.016***
(0.005) (0.005) (0.004) (0.004) (0.003) (0.004)
Num.Obs. 20587 20587 20587 20587 20587 20587
R2 0.998 0.998 0.998 0.998 0.999 0.998
R2 Adj. 0.997 0.997 0.998 0.998 0.999 0.998
AIC -47767.8 -45916.2 -52012.7 -55916.7 -59856.3 -53242.4
BIC -47339.5 -45487.8 -51584.4 -55488.4 -59428.0 -52814.1
RMSE 0.08 0.08 0.07 0.06 0.06 0.07
Std.Errors by: id_muni2015 by: id_muni2015 by: id_muni2015 by: id_muni2015 by: id_muni2015 by: id_muni2015