- Introduction: Know Your Instrutor
- How to get answer to your queries fast?
- Downloading and Installing IBM SPSS Statistics 24 on Windows
- Downloading SPSS Grad Pack: Student Version
- SPSS 26: What is new?
- Practice dataset, PPT and Resources
- Great References on Quantitative Methods
- Philosophy of Research
- Research Papers with Fascinating Ideas
- Statistics: Definition and Types
- Parametric vs Non-Parametric Statistics: Assumptions
- Statistics Basics
- Conceptualizing Variables: IV, DV, Control, Moderators & Mediating Variables
- Variable Type Numeric: Defining Names, Width, Decimal & Labels for variables
- Variable Type: Comma & Dot
- Variable Type: Scientific Notation
- Variable Type: Date and Time Stamps
- Variable Type: Dollar
- Variable Type: Custom Currency
- Variable Type: String
- Variable Type: Restricted Numeric
- Defining Values & Labels
- Defining Missing Values: Discrete, Range & System-Missing Values
- Setting Columns & Alignment
- Defining Measures: Scales of Measurement
- Types of Data Files in SPSS Statistics
- Opening an Excel data file in SPSS
- Opening a Comma Separated or CSV file type in SPSS
- Dataset and Resources: RECODE Function
- COMPUTE VARIABLE function: What it is and What it can do for us?
- Calculating Total using COMPUTE function
- Exercise: Try COMPUTE using IF
- Exercise Solution: COMPUTE using IF
- RECODE FUNCTION: Why to Recode Variable?
- Why We have Two RECODE Functions?
- How to do RECODE INTO DIFFERENT VARIABLE in SPSS?
- COMPUTING Total After RECODE
- Recode into Same Variable
- Setting Data for Descriptive Analysis
- Types of Descriptive Statistics
- Understanding Three Different Descriptive Tabs in SPSS
- Calculating Frequencies
- Descriptives Analysis Using Crosstab
- Measures of Central Tendency: Mean, Median, Mode - Concept and Uses
- Calculating and Interpreting Mean, Median & Mode
- Confirming Mode with Frequencies
- Explore Option: Calculating Grouped Descriptives
- Explore Option: Interpreting Groupwise Mean and 95% Confidence Interval of Mean
- 5% Trimmed Mean: Concept, Use & Interpretation
- Explore: Median, Standard Deviation, Variance, Minimum, Maximum, & Range
- Quartiles and Inter-Quartile Range using Explore Option
- Kurtosis: Calculation, Interpretation and Understanding Significance Level
- Standard Error of Mean: Concept, Calculation & Interpretation
- Independent sample t-test: Defining input options
- Independent sample t-test: Interpreting descriptive output (Mean, SD, SE)
- Independent Sample t-test: Interpreting Levene's test, t, p, SE & 95% CI
- APA Style write-up for Independent Sample t-test
- When to use Paired Sample t-test?
- Calculating Paired Sample t-test in SPSS
- Interpreting Paired Sample t-test Output
- APA Style write-up for Paired Sample t-test
- When to Use One-Way ANOVA?
- Calculating One-Way ANOVA in SPSS
- Interpreting ANOVA output: Descriptive Statistics
- Interpreting Output: ANOVA Summary Table
- Doing Post-hoc analysis in ANOVA: Homogeneity of Variance Test & Post-hoc
- Trend Analysis & Means Plot in ANOVA
- Contrast Analysis in ANOVA
- What is regression?
- When to Use Linear Regression Vs. Multiple Regression?
- Defining SPSS Input Options for Linear Regression
- Interpreting Linear Regression Output: Variables & Model Summary
- Interpreting Linear Regression Output: Constant, B, Beta, SE & t
- What is Multiple Regression?
- Assumptions of Multiple Regression: Linearity & Testing Linearity in SPSS
- Assumptions 2: Independence of Errors/Lack of Autocorrelations & Testing in SPSS
- Assumptions 3: Homoscedasticity of Errors & Testing it in SPSS
- Assumptions 4: Multivariate Normality & Testing it in SPSS
- Assumptions 5: Multicollinearity & Testing it in SPSS
- Choosing a Method of Multiple Regression: Enter Method
- Choosing a Method of Multiple Regression: Stepwise and Forward Selection Method
- Choosing a Method of Multiple Regression: Backward Elimination Method
- Running Stepwise and Forward Selection Method of Regression in SPSS
- Choosing a Method of Multiple Regression: Remove Method