Sampling: Sample Sizes, Sampling Methods, Random Selection of a Sample, Sampling Fraction for the distribution of a sample. Descriptive Statistics for one and two variables. Basic probability calculations and probability distributions. Inferential Statistics: Confidence Intervals and Hypothesis Tests. ------------------------------------------------- Topic List: - Sampling - Topic 1: Sample Size - Sample Size for estimating a Population Proportion - Sample Size for estimating a Population Mean - Sample Sizes for the Difference of 2 Population Proportions - Sample Sizes for the Difference of 2 Population Means - Topic 2: Sampling Methods - Probabilistic Sampling Methods - Simple Random Sampling - Systematic Sampling - Stratified Sampling - Cluster Sampling - Multistage Random Sampling - Non-Probabilistic Sampling Methods - Convenience Sampling - Judgement Sampling - Quota Sampling - Snowball Sampling - Volunteer Sampling - Theoretical Sampling - Topic 3: Random Selection of a Sample - Topic 4: Sample Distribution - Descriptive Statistics - Topic 1: Descriptive Statistical Analysis of a Quantitative Variable - Mean, Median, Mode - Quartiles: 1st, 2nd, 3rd - Amplitude, Mean Deviation, Standard Deviation - Topic 2: Descriptive Statistical Analysis of a Qualitative Variable - Topic 3: Descriptive Statistical Analysis of 2 Quantitative Variables - Topic 4: Descriptive Statistical Analysis of 2 Qualitative Variable - Topic 5: Descriptive Statistical Analysis of a Quantitative Variable and a Qualitative Variable - Probabilities - Topic 1: Calculus, Rules, and Bayes Theorem - Theoretical Probability - Empirical Probability - Complement Rule - Addition Rule - Multiplication Rule - Bayes' Theorem (Simple) - Topic 2: Binomial Distribution - Topic 3: Poisson Distribution - Topic 4: Hypergeometric Distribution - Topic 5: Normal Distribution - Standardization - Probabilities - Topic 6: Student's t Distribution - Topic 7: Fisher's F Distribution - Topic 8: Chi-Squared Distribution - Inferential Statistics - Topic 1: Confidence Interval for a Population Proportion - Confidence Interval for a Population Proportion (Unknown Population) - Confidence Interval for a Population Proportion (Known Population) - Topic 2: Confidence Interval for a Population Mean - Confidence Interval for a Population Mean (Unknown Population) - Confidence Interval for a Population Mean (Known Population) - Topic 3: Hypothesis Test for a Population Proportion - Topic 4: Hypothesis Test for a Population Mean - Topic 5: Hypothesis Test for comparing 2 Population Proportions - Topic 6: Hypothesis Test for comparing 2 Population Means ------------------------------------------------- If you have any suggestion, comment, or bug report, please contact the developer. -------------------------------------------------- This app is open-source and licensed under the GNU GPL, version 3. The source code is available on GitHub: https://github.com/mimg2805/CursoEstadisticaBasica