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Indagine sulla frequenza dei controlli negli autobus: realtà e aspettative dei passeggeri

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(114) Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 69. 29.82609. 3.051976. 25.35162. 23.73596. 35.91621. 1 |. 92. 30.3587. 2.675988. 25.66718. 25.04317. 35.67422. ---------+-------------------------------------------------------------------combined |. 161. 30.13043. 2.006069. 25.45416. 26.16865. 34.09222. ---------+-------------------------------------------------------------------diff |. -.5326087. 4.066223. -8.563384. 7.498167. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. -0.1310. degrees of freedom =. 159. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.4480. Pr(|T| > |t|) = 0.8960. Pr(T > t) = 0.5520. 2XWSXW  FRQIURQWR GHOOH PHGLH GHL GXH VHVVL ULVSHWWR OD SHUFH]LRQH GHL FRQWUROOL  ,O WHVW 7 GL 6WXGHQW FRQ XQ SYDOXH SDUL D  !

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(116) Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 55. 36.4. 3.063921. 22.72264. 30.25721. 42.54279. 1 |. 103. 27.41748. 2.607357. 26.46178. 22.2458. 32.58916. ---------+-------------------------------------------------------------------combined |. 158. 30.5443. 2.029743. 25.51348. 26.53518. 34.55343. ---------+-------------------------------------------------------------------diff |. 8.982524. 4.21357. .6595123. 17.30554. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. 2.1318. degrees of freedom =. 156. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.9827. Pr(|T| > |t|) = 0.0346. Pr(T > t) = 0.0173. 2XWSXW  FRQIURQWR GHOOH PHGLH GL FKL KD LO ELJOLHWWR H FKL QR ULVSHWWR OD SHUFH]LRQHGHLFRQWUROOL  ,O ULVXOWDWR GHO WHVW LQ TXHVWR FDVR KD ULVFRQWUR SRVLWLYR ULVSHWWR OH DVSHWWDWLYH LQIDWWLGDWRXQOLYHOORGLVLJQLILFDWLYLWjSDULDOLOSYDOXHFDOFRODWR 

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(118) Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 82. 37.80488. 2.783324. 25.20408. 32.26694. 43.34282. 1 |. 77. 22.48052. 2.681078. 23.52636. 17.14069. 27.82035. ---------+-------------------------------------------------------------------combined |. 159. 30.38365. 2.023325. 25.51316. 26.38739. 34.3799. ---------+-------------------------------------------------------------------diff |. 15.32436. 3.873013. 7.674426. 22.97429. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. 3.9567. degrees of freedom =. 157. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.9999. Pr(|T| > |t|) = 0.0001. Pr(T > t) = 0.0001. 2XWSXW FRQIURQWRGHOOH PHGLH GHOOH SRSROD]LRQL LWDOLDQDH VWUDQLHUD ULVSHWWR ODSHUFH]LRQHGHLFRQWUROOL  ,O WHVW ULILXWD O¶LSRWHVL QXOOD FRQ XQ SYDOXH SDUL D  LO FKH FRPSRUWD XQD VLJQLILFDWLYDGLIIHUHQ]DWUDODSHUFH]LRQHGHJOLLWDOLDQLHGHJOLVWUDQLHULDULSURYD GL FLz VL SRVVRQR QRWDUH FRVD GLFKLDUDQR LQ PHGLD L GXH VRWWRFDPSLRQL *OL LQWHUYLVWDWL FKH QRQ VRQR GL QD]LRQDOLWj LWDOLDQD ULWHQJRQR FKH LQ PHGLD OD IUHTXHQ]DGHLFRQWUROOLVLDGHOXQULVXOWDWRQHWWDPHQWHVXSHULRUHULVSHWWR D TXDQWR GLFKLDUDWR GDJOL LWDOLDQL VHFRQGR L TXDOL LQ PHGLD OD IUHTXHQ]D q VROR GHO  &LVLqSRLGRPDQGDWRVHO¶DYHUULFHYXWRDOPHQRXQDYROWDODPXOWDSRVVDLQIOXLUH VXOOD SHUFH]LRQH GHL FRQWUROOL ,Q UHDOWj HPHUJH FKH QRQYLq GLIIHUHQ]D FKL KD ULFHYXWRXQDVDQ]LRQHGLFKLDUDLQPHGLDXQDSHUFH]LRQHGHOPHQWUHFKL QRQqPDLVWDWRPXOWDWRTXDVLGHO. 41.

(119) Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 86. 28.95349. 2.793088. 25.90204. 23.40008. 34.5069. 1 |. 75. 31.48. 2.89089. 25.03584. 25.71978. 37.24022. ---------+-------------------------------------------------------------------combined |. 161. 30.13043. 2.006069. 25.45416. 26.16865. 34.09222. ---------+-------------------------------------------------------------------diff |. -2.526512. 4.029182. -10.48413. 5.431108. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. -0.6271. degrees of freedom =. 159. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.2658. Pr(|T| > |t|) = 0.5315. Pr(T > t) = 0.7342. 2XWSXW  FRQIURQWR GHOOH PHGLH GL FKL q VWDWR PXOWDWR H FKL QR ULVSHWWR OD SHUFH]LRQHGHLFRQWUROOL  &RQVLGHUDQGR OD VWLPD GHOOD SHUFHQWXDOH GL SHUVRQHVHQ]D ELJOLHWWR VL SURSRQH RUDLOWHVW7GL6WXGHQWSHULOFRQIURQWRWUDOHPHGLHVWLPDWHGDLGXHVHVVL  Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 67. 56.67164. 3.219006. 26.3487. 50.24469. 63.0986. 1 |. 91. 61.13187. 2.505048. 23.89663. 56.15515. 66.10858. ---------+-------------------------------------------------------------------combined |. 158. 59.24051. 1.987452. 24.98189. 55.31491. 63.1661. ---------+-------------------------------------------------------------------diff |. -4.460226. 4.018604. -12.39812. 3.477672. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. -1.1099. degrees of freedom =. 156. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.1344. Pr(|T| > |t|) = 0.2688. Pr(T > t) = 0.8656. 2XWSXW  FRQIURQWR WUD VHVVR IHPPLQLOH H PDVFKLOH SHU OD VWLPD GHOOH SHUVRQHFKHYLDJJLDQRVHQ]DELJOLHWWR . 42.

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(121)  VL DFFHWWD O¶LSRWHVL QXOOD GL XJXDJOLDQ]D WUD L GXH JHQHUL LQIDWWL VH OH GRQQH GLFKLDUDQR FKH LQ PHGLD OH SHUVRQH VHQ]D ELJOLHWWR VRQR XQD TXRWD SDUL DO  JOL XRPLQL DXPHQWDQR OD SHUFH]LRQH DO  3HUFLz QRQ F¶q XQD GLIIHUHQ]D VLJQLILFDWLYD PD QRQ q LUULOHYDQWH LO IDWWR FKH HQWUDPEH OH VWLPH VXSHULQRLOFLzVLJQLILFDFKHO¶DVSHWWDWLYDGLYLDJJLDWRULLOOHFLWLqHOHYDWD  0DQWHQHQGR GL ULIHULPHQWR OD YDULDELOH FKH LQGLFD OD VWLPD SHUFHQWXDOH GL YLDJJLDWRULLUUHJRODULHPHWWHQGRODLQUHOD]LRQHDOIDWWRVHVLSRVVLHGHRPHQRLO WLWRORGLYLDJJLRFRQYDOLGDWRLOVRIWZDUH6WDWDSURSRQHWDOHULVXOWDWR  Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 54. 63.31481. 3.159937. 23.2207. 56.97678. 69.65285. 1 |. 101. 56.34653. 2.553485. 25.6622. 51.28049. 61.41258. ---------+-------------------------------------------------------------------combined |. 155. 58.77419. 2.006912. 24.98585. 54.80956. 62.73882. ---------+-------------------------------------------------------------------diff |. 6.96828. 4.188161. -1.30581. 15.24237. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. 1.6638. degrees of freedom =. 153. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.9509. Pr(|T| > |t|) = 0.0982. Pr(T > t) = 0.0491. 2XWSXWFRQIURQWRGHOOHPHGLHGLFKLKDLOELJOLHWWRHFKLQRULVSHWWRODVWLPD SHUFHQWXDOHGHLYLDJJLDWRULLUUHJRODUL  1RQRVWDQWH D XQ OLYHOOR GL VLJQLILFDWLYLWj GHO  VL DFFHWWL O¶LSRWHVL QXOOD GL XJXDJOLDQ]D WUD OH PHGLH VH VL VFHJOLHVVH XQ OLYHOORSDULDOVLDYUHEEHXQ ULVFRQWUR GHOOD GLIIHUHQ]D WUD FKL KD HVLELWR LO WLWROR GL YLDJJLR H FKL QR 6L QRWL LQIDWWL FKH OD SHUFH]LRQH GL FKL YLDJJLD LOOHJDOPHQWH q GHO  WDOH GDWR q VXSHULRUH GL TXDOFKH SXQWR SHUFHQWXDOH ULVSHWWR D TXDQWR YDOXWD LQ PHGLD XQD SHUVRQDFKHYLDJJLDUHJRODUPHQWH 

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(123) 6LqSRLULVFRQWUDWDO¶DVVHQ]DGLVLJQLILFDWLYDGLIIHUHQ]DWUDLWDOLDQLHVWUDQLHULQHO GHWHUPLQDUH OD SHUFHQWXDOH GL SHUVRQH FKH YLDJJLDQR VHQ]D WLWROR GL YLDJJLR LQIDWWL VH JOL LWDOLDQL LQ PHGLD VWLPDQR FKH VLDQR LO  GHL YLDJJLDWRUL JOL VWUDQLHULGLFRQRLO. Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 80. 59.0375. 2.848853. 25.48092. 53.367. 64.708. 1 |. 76. 58.77632. 2.818896. 24.57457. 53.16079. 64.39184. ---------+-------------------------------------------------------------------combined |. 156. 58.91026. 1.998642. 24.96304. 54.96216. 62.85835. ---------+-------------------------------------------------------------------diff |. .2611842. 4.011506. -7.663498. 8.185866. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. 0.0651. degrees of freedom =. 154. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.5259. Pr(|T| > |t|) = 0.9482. Pr(T > t) = 0.4741. 2XWSXWFRQIURQWRGHOOHPHGLHGHJOLLWDOLDQLHGHJOLVWUDQLHULULVSHWWRODVWLPD SHUFHQWXDOHGHLYLDJJLDWRULLUUHJRODUL ,QDVSHWWDWDPHQWHVLqHYLGHQ]LDWDXQDGLIIHUHQ]DVLJQLILFDWLYDWUDOHPHGLHGHOOH VWLPH GL YLDJJLDWRUL VHQ]D ELJOLHWWR IRUQLWH GDJOL LQWHUYLVWDWL VROL H GD TXHOOL FKH HUDQRLQFRPSDJQLDGLTXDOFXQR'LVHJXLWRqULSRUWDWRLOFDOFRORGHOWHVW Two-sample t test with equal variances -----------------------------------------------------------------------------Group |. Obs. Mean. Std. Err.. Std. Dev.. [95% Conf. Interval]. ---------+-------------------------------------------------------------------0 |. 70. 65.17143. 2.88194. 24.11204. 59.42212. 70.92074. 1 |. 84. 53.08333. 2.655017. 24.33363. 47.80261. 58.36405. ---------+-------------------------------------------------------------------combined |. 154. 58.57792. 2.006288. 24.89738. 54.61432. 62.54153. ---------+-------------------------------------------------------------------diff |. 12.0881. 3.921788. 4.339843. 19.83635. -----------------------------------------------------------------------------diff = mean(0) - mean(1) Ho: diff = 0. t =. 3.0823. degrees of freedom =. 152. Ha: diff < 0. Ha: diff != 0. Ha: diff > 0. Pr(T < t) = 0.9988. Pr(|T| > |t|) = 0.0024. Pr(T > t) = 0.0012. 44.

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