Description:
Dive into a comprehensive 8-hour video series covering fundamental statistical concepts. Gain a general overview of statistics and use it as a reference for various statistical topics. Learn about histograms, statistical distributions, normal distribution, population parameters, mean, variance, standard deviation, statistical models, sampling, hypothesis testing, p-values, statistical power, covariance, correlation, R-squared, central limit theorem, standard error, replicates, sample size, data visualization techniques, logarithms, confidence intervals, significance thresholds, t-tests, binomial distribution, quantiles, percentiles, Q-Q plots, quantile normalization, probability vs likelihood, maximum likelihood estimation, odds ratios, and expected values. Use this series to build a strong foundation in statistics and enhance your understanding of key statistical concepts and methodologies.