Скачать или смотреть Biostatistics: Categorical Data Analysis, Part 10, Interesting Video Lecture in Amharic Speech

Biostatistics: categorical data analysis, part 10, is lectured using Amharic language speech with detailed explanations. This video lectures the details of categorical data analyses, analysis of categorical variables, logistic regression, probability distributions for categorical data, binomial distributions, multinomial distributions, exploring relationships, test of associations: chi-square test, assumptions of the X2-test,measures of association, odds ratio, odds, logistic regression model,logistic regression for binary outcome,characteristics of logistic function, linear regression, main uses of logistic regression, assessing predictors: odds ratio or Exp(b), example of binary logistic regression, fitting logistic regression model, interpretation of binary logistic regression analysis output, model selection, research example of binary logistic regression,assumptions for logistic regressions, multivariable logistic regression, SPSS output for multivariable logistic regression analysis, Stata output for multivariable logistic regression analysis, binary & multivariable logistic regression analysis output for report, variable selection, forward selection, backward stepwise regression, statistical testing, three types of testes, Z-test, Wald test, likelihood ratio test (LRS), score test, deviance, Hosmer and Lemeshow test, and sound research article examples for all mentioned components.
Unit 1: Introduction to biostatistics, Unit 2: Descriptive statistics, Unit 3: Demography and health service statistics, Unit 4: Probability and probability distributions, Unit 5: Sampling methods and sample size determination, Unit 6: Statistical inference / Estimation and hypothesis testing, Unit 7: Analysis of variance (ANOVA), Unit 8: Regression and correlation, Unit 9: Categorical data analysis, Unit 10: Survival data analysis, Unit 11: Count data analysis, and Unit 12: Introduction to Software (SPSS, STATA, Epi Info, R, etc.).
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#amharic #amharictutorial #ethiopia #ethiopian #ethiopianlectures #ethiopiantutor #ethiopiandoctors , #healthacademics #healthtube , #amazing #disease #health #research

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