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Puas linear regression xav tau kev faib tawm ib txwm?

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Puas linear regression xav tau kev faib tawm ib txwm?
Puas linear regression xav tau kev faib tawm ib txwm?

Video: Puas linear regression xav tau kev faib tawm ib txwm?

Video: Puas linear regression xav tau kev faib tawm ib txwm?
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Linear regression los ntawm nws tus kheej tsis xav tau qhov kev xav li qub (gaussian) kev xav, cov kwv yees tuaj yeem suav tau (los ntawm cov kab qis tshaj squares) yam tsis xav tau qhov kev xav, thiab ua kom zoo meej paub tsis muaj nws. … Hauv kev xyaum, tau kawg, qhov kev faib tawm ib txwm yog qhov yooj yim tshaj plaws.

Puas yog qhov yuav tsum muaj rau kev rov qab los?

Regression tsuas yog xav li qub rau qhov tshwm sim sib txawv. Tsis yog ib txwm muaj nyob rau hauv cov twv twv yuav tsim ib qho kev sib raug zoo ntawm lawv thiab y, tab sis qhov ntawd yog qhov sib txawv. … Qhov haum tsis tas yuav muaj qhov qub.

Koj puas tuaj yeem siv cov kab rov ua dua yog tias cov ntaub ntawv tsis raug faib tawm?

Nyob rau hauv luv luv, thaum ib tug dependent qhov sib txawv tsis tau faib ib txwm, linear regression tseem yog cov txheej txheem suab hauv kev tshawb fawb ntawm cov qauv loj. Daim duab 2 muab cov qauv tsim nyog (piv txwv li, >3000) qhov twg cov txheej txheem linear regression tseem tuaj yeem siv tau txawm tias qhov kev xav li qub raug ua txhaum cai.

Yuav ua li cas yog tias cov ntaub ntawv tsis raug faib tawm?

Cov ntaub ntawv tsis txaus tuaj yeem ua rau kev faib khoom ib txwm saib kom tawg tag nrhoPiv txwv li, cov qhab nia xeem hauv chav kawm feem ntau yog ib txwm faib. Ib qho piv txwv loj: yog tias koj xaiv peb tus tub ntxhais kawm random thiab npaj cov txiaj ntsig ntawm daim duab, koj yuav tsis tau txais ib qho kev faib tawm.

Koj paub li cas yog tias cov ntaub ntawv tsis raug faib tawm?

Yog tias cov ntaub ntawv pom zoo ua raws li qhov kev faib tawm ib txwm muaj, tus nqi ntawm KS tus lej yuav yog 0 Tus P-Tus Nqi yog siv los txiav txim seb qhov sib txawv loj txaus los tsis lees paub. lub null hypothesis: … Yog tias P-Value ntawm KS Test me dua 0.05, peb tsis xav tias ib txwm faib.

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