Gain a comprehensive understanding of biostatistics in this 13-hour undergraduate-level course. Learn to design experimental, quasi-experimental, and observational studies that meet regulatory guidelines. Develop skills in collecting, analyzing, and interpreting data using appropriate statistical tools. Explore topics such as data summaries, probability, discrete and continuous probability distributions, sampling distributions, statistical estimation, hypothesis testing, and various study designs including cohort, case-control, and cross-sectional studies. Master concepts like one-way ANOVA, chi-squared distribution, and completely randomized experimental design. Acquire essential skills for bio-statistical research in healthcare and other biology-related fields, crucial for analyzing drug effectiveness, assessing risk factors for illnesses, evaluating healthcare interventions, and explaining biological phenomena.
Overview
Syllabus
Introduction to the Course | Fundamentals of Biostatistics.
Introduction | Fundamentals of Biostatistics.
Summaries of Data | Lecture 1 | Fundamentals of Biostatistics #StudyAtHome.
Summaries of Data | Lecture 2 | Fundamentals of Biostatistics #StudyAtHome #WithMe.
Summaries of Data | Lecture 3 | Fundamentals of Biostatistics #StudyAtHome #WithMe.
Probability | Lecture 1 | Fundamentals of Biostatistics.
Probability | Lecture 2 | Fundamentals of Biostatistics.
Introduction, Random Variables & Expected Value | Discrete Probability Distributions | Biostatistics.
Permutations and Combinations | Discrete Probability Distributions | Biostatistics.
Binomial and Poisson Distribution | Discrete Probability Distributions | Biostatistics.
Normal Distributions | Continuous Probability Distributions | Biostatistics.
Normal Approximation of Binomial Distribution | Continuous Probability Distribution | Biostatistics.
Sampling Distributions | Lecture 1 | Fundamentals of Biostatistics.
Sampling Distributions | Lecture 2 | Fundamentals of Biostatistics.
Statistical Estimation | Lecture 1 | Biostatistics.
Statistical Estimation | Lecture 2 | Fundamentals of Biostatistics.
Hypothesis Testing: One Sample Inference | Lecture 1 | Fundamentals of Biostatistics.
Hypothesis Testing: One Sample Inference | Lecture 2 | Fundamentals of Biostatistics.
Power and Sample Size Determination of One Sample Test | Hypothesis Testing | Biostatistics.
Hypothesis Testing | Paired t-Test | Biostatistics #StudyAtHome.
Hypothesis Testing | Two Sample t-Test | Biostatistics #StudyAtHome.
Hypothesis Testing | Estimation of Power and Sample Size | Biostatistics #StudyAtHome.
Cohort Studies | Biostatistics, Epidemiology and Public Health #StudyAtHome.
Case - Control Studies | Biostatistics, Epidemiology and Public Health #StudyAtHome.
Cross Sectional Studies | Biostatistics, Epidemiology and Public Health #StudyAtHome.
Hypothesis Testing | Categorical Data | Chi - Squared Distribution | Biostatistics #StudyAtHome.
Hypothesis Testing: Single and Two Population Variances | Fundamentals of Biostatistics.
One Way ANOVA and Completely Randomized Experimental Design | Fundamentals of Biostatistics.
Taught by
The Statistics Teacher
