Statistics, Problem Solving, and Decision Making for Social Science (M IR-2021 Class 5)
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Course data
General
Announcements
Meeting 1 - Introduction to Statistics
Class Recording
Video Tutorial
Meeting 1 Materials
Syllabus
Meeting 2 - Basic Probability
Class Recording
Video Tutorial 1
Video Tutorial 2
Slide Presentation
Meeting 3 - Descriptive Statistics 1
Video Tutorial 1
Class Recording
Video Tutorial 2
Slide Presentation
Meeting 4 - Descriptive Statistics 2
Slide Presentation
Video Tutorial 1
Video Tutorial 2
Assignment Meeting 4
Class Recording
Meeting 5 - Numerical Descriptive
Class Recording
Slide Presentation
Problem Set
Video Tutorial 1
Video Tutorial 2
Meeting 6 - Sampling Theory
Video Tutorial 1
Video Tutorial 2
Video Tutorial 3
Class Recording
Slide Presentation
Meeting 7 - Fundamentals of Hypothesis Testing: One-Sample Tests
Slide Presentation
Video Tutorial 1: Hypothesis testing and p-values
Video Tutorial 2: Hypothesis Testing Problems Z Test & T Statistics One & Two Tailed Tests 2
Video Tutorial 3: Z-statistics vs. T-statistics
Class Recording
MID EXAM
MID EXAM
Meeting 9 - Simple Linear Regression
Video Tutorial 1: Introduction to Simple Linear Regression
Video Tutorial 2: Interpreting computer regression data
Video Tutorial 3: Excel - Simple Linear Regression
Slide Presentation
Class Recording
Meeting 10 - Simple Linear Regression 2 (Variance, R-Squared, and Standard Deviation)
Slide Presentation
Video Tutorial 1: Variance
Video Tutorial 2: R-Squared
Video Tutorial 3: Standard Deviation
Video Tutorial 4: Steps to Install R-Statistics
Class Recording
Meeting 11 - R Statistics Simulation and Exercise
Video Tutorial 1 - Import Data, Copy Data from Excel to R CSV & TXT Files
Video Tutorial 2 - Importing/Reading Excel data into R using RStudio (readxl)
Video Tutorial 3 - Importing , Checking and Working with Data in R
Video Tutorial 4 - Working with Variables and Data in R
Video Tutorial 5 - Simple Linear Regression in R
Dummy Data Set
Class Recording
Meeting 12 - Designing Social Survey
Video Tutorial 1: Developing Research Instruments: Surveys and Interviews
Video Tutorial 2: Questionnaire Design
Reading Assignment: Pew Research Center Writing Survey Questions
Slide Presentation
Class Recording
Meeting 13 - Introduction to Decision Theory
Video Tutorial 1: Decision Tree Tutorial with Decision Tree Analysis & Decision Tree Example
Video Tutorial 2: Payoff tables + Risk Preference + Maximax, Maximin & Minimax Regret
Slide Presentation
Assignment Attendance Meeting 13
Class Recording
Meeting 14 - Research Designs, Methodologies, and Quantitative Analysis for IR Studies
Slide Presentation
Video Tutorial 1: Qualitative and Quantitative Research Design
Video Tutorial 2: Research Design, Research Method, Research Methodology and Research Proposal - Key Differences
Reading Material - Domestic Politics and International Relations
Class Recording
Meeting 15 - Group Presentation Inferential Statistics Analysis
Data Set Group 1
Data Set Group 2
Data Set Group 3
Data Set Group 4
GROUP PROJECT PRESENTATION
Class Recording
Meeting 16 - Final Examination
Final Exam Submission - 5 January 2022, 23.00 (Jakarta Time)
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43852_Statistics, Problem Solving, and Decision Making for Social Science
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20211
Morning (20211)
International Relations (20211/M)
43852_Statistics, Problem Solving, and Decision Making for Social Science
Summary
Statistics, Problem Solving, and Decision Making for Social Science (M IR-2021 Class 5)
Teacher:
Mohammad Syaban
Skill Level
:
Beginner