Lecture 12: Introduction to logistic regression

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Lecture 12: Introduction to logistic regression

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Week	Course Content	Course Video	Course Download
	Introduction	Watch Online	MP4 Download
Lecture 1	Lecture 1-1: A review of basic statistical concepts	Watch Online	MP4 Download
	Lecture 1-2: Measures of association with emphasis on the dierence of means	Watch Online	MP4 Download
Lecture 2	Lecture 2: Basics of linear regression analysis	Watch Online	MP4 Download
	Lab 2 同學報告: 謝念廷陳柏魁許凱璋席瑋辰陶冠蘭劉冠妤同學	Watch Online	MP4 Download
Lecture 4	Lecture 4: Correlation	Watch Online	MP4 Download
	Lab 4 同學報告: 李杰、林經濰、陳珮文、陳奕良、彭恩榮、李驊同學	Watch Online	MP4 Download
Lecture 5	Lecture 5-1: Analysis of variance (ANOVA) table and prediction of y	Watch Online	MP4 Download
	Lecture 5-2: Basics of multiple linear regression	Watch Online	MP4 Download
	Lab 5 同學報告: 石昕秀、李東恩、侯昱德、劉學汝、李俊昌、方思婷同學	Watch Online	MP4 Download
Lecture 6	Lecture 6-1: Hypothesis testing in multiple regression	Watch Online	MP4 Download
	Lecture 6-2: Polynomial terms and dummy variables	Watch Online	MP4 Download
	Lab 6 同學報告: 顏天保、劉又齊、藍玉朋、曾郁翔、唐心誠、林志豪同學	Watch Online	MP4 Download
Lecture 7	Lecture 7: Interaction and confounding	Watch Online	MP4 Download
	Lecture 7 補充: Confounding and interaction in epidemiology	Watch Online	MP4 Download
	Lab 7 同學報告: 黃郁豪、梁思婕、張登凱、何杰翰、周佳瑜同學	Watch Online	MP4 Download
Lecture 8	Lecture 8-1: Regression diagnosis	Watch Online	MP4 Download
Lecture 8-2: Variable selection and model building	Lecture 8-2: Variable selection and model building	Watch Online	MP4 Download
	Lab 9 同學報告: 許凱璋同學	Watch Online	MP4 Download
	Lab 9 同學報告: 李杰、林經濰、陳珮文、陳奕良、彭恩榮、李驊同學	Watch Online	MP4 Download
Lecture 11	Lecture 11: Relative risk, odds ratio and signicance testing for 2*2 tables	Watch Online	MP4 Download
Lecture 12	Lecture 12: Introduction to logistic regression	Watch Online	MP4 Download
	Lab 12 同學報告: 石昕秀、李東恩、侯昱德、劉學汝、李俊昌、方思婷同學	Watch Online	MP4 Download
Lecture 13	Lecture 13-1: Logistic regression for contingency tables	Watch Online	MP4 Download
	Lecture 13-2: Goodness-of-t for logistic regression	Watch Online	MP4 Download
	Lab 13 同學報告: 顏天保、劉又齊、藍玉朋、曾郁翔、唐心誠、林志豪同學	Watch Online	MP4 Download
Lecture 14	Lecture 14: Logistic regression for case-control data and conditional logistic regression	Watch Online	MP4 Download
	Lab 14 同學報告: 何杰翰、梁思婕、張登凱、周家瑜、黃郁豪同學	Watch Online	MP4 Download
Lecture 15	Lecture 15: Analysis of polytomous data	Watch Online	MP4 Download
	Lab 15 同學報告: 謝念廷陳柏魁許凱璋席瑋辰陶冠蘭劉冠妤同學	Watch Online	MP4 Download
Lecture 16	Lecture 16: Poisson regression and log-linear model	Watch Online	MP4 Download
	Lab 16 同學報告: 李杰、林經濰、陳珮文、陳奕良、彭恩榮、李驊同學	Watch Online	MP4 Download
Lecture 17	Lecture 17: Generalized linear models	Watch Online	MP4 Download
	Lab 17 同學報告: 石昕秀、李東恩、侯昱德、劉學汝、李俊昌、方思婷同學	Watch Online	MP4 Download

目前顯示第 1 至第 34 個資料列，總計 34 個資料列