Statistics for psychology course

Statistics - Area of applied mathematics concerned with the data collection, analysis, interpretation and presentation.

Outline

 * 1) Introduction
 * 2) What is Statistics?
 * 3) Subjects in Modern Statistics
 * 4) Why should I learn statistics?
 * 5) What do I need to know to learn statistics?
 * 6) Different Types of Data
 * 7) Primary and Secondary Data
 * 8) Quantitative and Qualitative Data
 * 9) Methods of Data Collection
 * 10) Experiments
 * 11) Sample Surveys
 * 12) Observational Studies
 * 13) Summary Statistics
 * 14) Range of the Data
 * 15) Quartiles
 * 16) Averages
 * 17) Mean, Median and Mode
 * 18) Geometric Mean
 * 19) Harmonic Mean
 * 20) Relationships among Arithmetic, Geometric and Harmonic Mean
 * 21) Moving Average
 * 22) Variance and Standard Deviation
 * 23) Displaying Data
 * 24) Bar Charts
 * 25) Histograms
 * 26) Scatter Plots
 * 27) Box Plots
 * 28) Pie Charts
 * 29) Comparative Pie Charts
 * 30) Pictograms
 * 31) Line Graphs
 * 32) Frequency Polygon
 * 33) Probability
 * 34) Introduction to Probability
 * 35) Bernoulli Trials
 * 36) Introductory Bayesian Analysis
 * 37) Distributions
 * 38) Discrete Distributions
 * 39) Bernoulli Distribution
 * 40) Binomial Distribution
 * 41) Poisson Distribution
 * 42) Geometric Distribution
 * 43) Negative Binomial Distribution
 * 44) Continuous Distributions
 * 45) Uniform Distribution
 * 46) Exponential Distribution
 * 47) Gamma Distribution
 * 48) Normal Distribution
 * 49) Chi-square Distribution
 * 50) Student-t Distribution
 * 51) F Distribution
 * 52) Weibull Distribution
 * 53) Testing Data
 * 54) Purpose of Statistical Tests
 * 55) Different Types of Tests
 * 56) z test for a single mean
 * 57) z test for two means
 * 58) t-test for a single mean
 * 59) t-test for two means
 * 60) One-way ANOVA F test
 * 61) z test for a single proportion
 * 62) z test for two proportions
 * 63) testing whether proportion A is greater than proportion B in Microsoft Excel
 * 64) Spearman's Rank Coefficient
 * 65) Pearson's Product Moment Correlation Coefficient
 * 66) Chi-Squared Tests
 * 67) Chi-Squared Test for multiple proportions
 * 68) Chi-Squared Test for Contingency
 * 69) Point Estimates
 * 70) Single Mean
 * 71) Difference of Two Means
 * 72) Single Proportion
 * 73) Difference of Two Proportions
 * 74) Practice Problems
 * 75) Summary Statistics Problems
 * 76) Data Display Problems
 * 77) Distributions Problems
 * 78) Data Testing Problems
 * 79) Numerical methods
 * 80) Basic Linear Algebra and Gram-Schmidt Orthogonalization
 * 81) Unconstrained Optimization