Statistics, Problem Solving, and Decision Making for Social Science (N IR-2021 Class)
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Course data
General
Announcements
Meeting 1 - Introduction to Statistics
Video Tutorial
Slide Presentation
Syllabus
Class Recording
Meeting 2 - Basic Probability
Video Tutorial 1 - Basic Probability
Video Tutorial 2
Class Recording
Slide Presentation
Meeting 3 - Descriptive Statistics 1
Slide Presentation
Video Tutorial 1
Video 2
Recording
Meeting 4 - Descriptive Statistics 2
Slide Presentation
Video Tutorial 1
Video Tutorial 2
Class Recording
Meeting 5 - Numerical Descriptive
Slide Presentation
Problem Set
Video Tutorial 1
Video Tutorial 2
Class Recording
Meeting 6 - Sampling Theory
VIdeo Tutorial 1 - Introduction to Sampling Distribution
Video 2 - Sampling Distribution Example Problem
Video Tutorial 3 - Central Limit Theorem
Class Recording
Slide Presentation
Meeting 7 - Hypothesis Sampling
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
Slide Presentation
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 (Variance, R-squared, and Standard Error)
Class Recording
Video Tutorial 1: Variance
Video Tutorial 2: R-Squared
Video Tutorial 3: Standard Deviation
Slide Presentation
Video Tutorial 4: Steps to Download R Statistics
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
Dummy Data Set
Class Recording
Meeting 12 - Designing Social Survey
Video Tutorial 1: Developing Research Instruments: Surveys and Interviews
Video Tutorial 2: Designing Survey
Reading Assignment 1: Writing Survey Questions
Class Record
Slide Presentation
Meeting 13 - Introduction to Decision Making 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 for Attendance
Class Recording
Meeting 14 - Research Designs, Methodologies, and Quantitative Analysis for IR Studies
Video Tutorial 1: Qualitative and Quantitative Research Design
Video Tutorial 2: Research Design, Research Method, Research Methodology and Research Proposal - Key Differences
Class Recording
Reading Material - Domestic Politics and International Relations
Slide Presentation
Meeting 15 - Group Presentation Inferential Statistics Analysis
Submission Group Presentation - 19 December 2021 at 23.00 (Jakarta Time)
Group 1
Group 2
Group 3
Group 4
Class Recording
Meeting 16 - Final Examination
Final Exam Submission - 5 January 2022 at 23.00 (Jakarta Time)
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43858_Statistics, Problem Solving, and Decision Making for Social Science
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20211
Night (20211)
International Relations (20211/N)
43858_Statistics, Problem Solving, and Decision Making for Social Science
Summary
Statistics, Problem Solving, and Decision Making for Social Science (N IR-2021 Class)
Teacher:
Mohammad Syaban
Skill Level
:
Beginner