| Date | Notes | | ---------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | 4/11/2025 | Added [[McNemar's Test]] | | 04/10/2025 | Finished [[Contingency tables]] | | 04/07/2025 | Finished out [[Confidence intervals for binomial parameter]]. Added [[Contingency tables]] | | 04/06/2025 | Added [[Confidence intervals for binomial parameter]] | | 04/05/2025 | Added [[Likelihood regularity conditions]], [[Hypothesis tests for binomial parameter]] | | 03/31/2025 | Added [[Likelihood Function]]. Added [[Categorical Data Analysis]] as a reference. | | 03/30/2025 | Added newsletter link to Home page. Added [[What is biostatistics?]], [[Types of Statistics]], [[Population]], [[Sample]]. Added [[Fundamentals of Biostatistics]] as a reference. | | 03/22/2025 | Finished [[In-sample Variable Selection Criteria]]. Added [[Stepwise regression]], [[Hierarchy of Medical Evidence]], [[Clinical Trial]], [[ICH E9]], [[Stages of Clinical Trials]] | | 03/21/2025 | Added more to [[In-sample Variable Selection Criteria]] | | 03/20/2025 | Added to [[In-sample Variable Selection Criteria]] | | 03/17/2025 | Added [[Holdout methods]] and [[In-sample Variable Selection Criteria]] | | 03/16/2025 | Added more to [[Variable Selection Methods]] | | 03/15/2025 | Added [[Variable Selection Methods]]. | | 03/14/2025 | Added more to [[Regression Diagnostic Tools]]. | | 03/13/2025 | Added some more information to [[Bootstrapping]]. Added [[Regression Diagnostic Tools]] | | 03/12/2025 | Added more information to [[Bootstrapping]] | | 03/11/2025 | Added HC3 estimator to [[Dealing with heteroskedastic data (weighted least squares)]], added [[Generalized least squares (GLS) estimators]] and [[Bootstrapping]] | | 03/10/2025 | Added [[Likelihood ratio test]], [[Types of errors in hypothesis tests]], [[Dealing with heteroskedastic data (weighted least squares)]] | | 03/09/2025 | Added more stuff to [[Analysis of Variance (ANOVA) Model]], [[Wald test statistic]]. Added Hypothesis testing section to [[Multiple linear regression]]. | | 03/08/2025 | Added interaction terms to [[Multiple linear regression]]. Added [[Analysis of Variance (ANOVA) Model]], [[Polynomial regression]], [[Spline regression]], and [[Missing Data]]. Added [[Flexible Imputation of Missing Data]] as a resource. | | 03/07/2025 | Added more on complex predictors in [[Multiple linear regression]]. Added [[Applied Linear Regression]] as a reference. | | 03/06/2025 | Added [[High multicollinearity leads to high variance for the OLS estimates]], [[Unobserved covariates can drastically change estimated coefficients]], [[Maximum likelihood estimators for regression]], and [[Variance inflation factor (VIF)]] | | 03/05/2025 | Added [[Biostatistics Courses]], [[Tag List]]. Added parameter interpretations to [[Simple Linear Regression]] and [[Multiple linear regression]]. | | 03/04/2025 | Added [[Multiple linear regression]], [[Statistical properties of the OLS estimators]], [[Hypothesis testing for linear regression]]. | | 03/03/2025 | Added [[Homoskedasticity]], [[Independent and Identically Distributed (IID) Assumption]], [[Simple Linear Regression]], [[Ordinary least square (OLS) estimators]] as notes. Added [[Applied Linear Statistical Models]] as references. | | 02/27/2025 | Started the garden |