This course on Fundamentals of Biostatistics aims to teach learners how to design experimental, quasi-experimental, and observational studies in biology, analyze and interpret data using statistical tools, and understand the importance of these skills in bio-statistical research in healthcare and biology-related fields. The course covers topics such as summaries of data, probability, random variables, discrete and continuous probability distributions, sampling distributions, statistical estimation, hypothesis testing, power and sample size determination, cohort studies, case-control studies, cross-sectional studies, and ANOVA. The teaching method includes lectures and practical examples. This course is intended for undergraduate students and professionals in the fields of biology, healthcare, public health, and epidemiology who wish to enhance their statistical skills for research and analysis purposes.
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
