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STATA for Research, Statistics & Data Analysis Demo Class 1: How to Conduct One sample Z test in STATA
STATA for Research, Statistics & Data Analysis
0% Completed
DEMO CLASS: [ক্লিক করে দেখে নিন কোর্সের ডেমো ক্লাসগুলো]
Demo Class 1: How to Conduct One sample Z test in STATA
Video - 00:5:25 mins
Demo Class 2: Creating Box Plot in STATA
Video - 00:4:43 mins
Demo Class 3: Data Cleaning: Primary Inspection
Video - 00:6:22 mins
Module 1: Introduction to STATA
Lecture 1: STATA Software Installation
Reading
All Data Files
Reading
Lecture 2 Understand Stata Interface (Part 1)
Video - 00:4:49 mins
Lecture 2 Understand Stata Interface (Part 2)
Video - 00:4:01 mins
Lecture 2 Understand Stata Interface (Part 3)
Video - 00:5:28 mins
Lecture 2 Understand Stata Interface (Part 4)
Video - 00:4:25 mins
Lecture 3 Basic STATA Commands
Video - 00:5:23 mins
Lecture 4 Working with Do-files (Part 1)
Video - 00:3:31 mins
Lecture 4 Working with Do-files (Part 2)
Video - 00:4:05 mins
For Instructor Support - Join here...
Reading
Module 2: Data Management in STATA
Lecture 1: Creating new data sets or variables (Part 1)
Video - 00:5:22 mins
Lecture 2: Creating new data sets or variables (Part 2)
Video - 00:9:29 mins
Lecture 3: Data Importation
Video - 00:7:01 mins
Lecture 4: Data Cleaning (Part 1) - Primary Inspection
Video - 00:6:22 mins
Lecture 5: Data Cleaning (Part 2) - Remedy 1
Video - 00:7:24 mins
Lecture 6: Data Cleaning (Part 3) - Remedy 2
Video - 00:6:25 mins
Lecture 7: Data transformation (Part 1)
Video - 00:6:49 mins
Lecture 8: Data transformation (Part 2)
Video - 00:7:59 mins
Lecture 9: Handling Missing Data
Video - 00:6:00 mins
Lecture 10: Combining data files
Video - 00:4:31 mins
Lecture 11: Generating/ replacing variables
Video - 00:5:54 mins
Lecture 12: Labeling variables
Video - 00:5:00 mins
Module 3: Univariate and Bivariate Statistics
Data Prepartion
Video - 00:5:12 mins
Lecture 1: Means
Video - 00:6:32 mins
Lecture 2: Medians
Video - 00:3:45 mins
Lecture 3: Frequencies
Video - 00:2:46 mins
Lecture 4: Standard Deviations (Part 1)
Video - 00:3:20 mins
Lecture 5: Skewness and Kurtosis (Part 2)
Video - 00:6:29 mins
Lecture 6: Cross-Tabulation and Frequencies
Video - 00:3:58 mins
Lecture 7: Measures of central tendency and dispersion
Video - 00:4:32 mins
Lecture 8: Contingency tables
Video - 00:3:33 mins
Module 4: Basic Data Visualization
Lecture 1: Creating Histogram in STATA
Video - 00:4:39 mins
Lecture 2: Creating Bar Charts in STATA
Video - 00:4:45 mins
Lecture 3: Creating Pie Charts in STATA
Video - 00:3:44 mins
Lecture 4: Creating Box Plot in STATA
Video - 00:4:43 mins
Lecture 5: Creating Dot Plot in STATA
Video - 00:3:43 mins
Lecture 6: Creating Scatter plot in STATA
Reading
Lecture 7: Creating Line graph in STATA
Video - 00:3:56 mins
Lecture 8: Creating Connected Plot in STATA
Video - 00:2:39 mins
Lecture 9: Creating Area Plot in STATA
Video - 00:5:02 mins
Lecture 10: Creating Contour Plot in STATA
Video - 00:3:42 mins
Lecture 11: Creating Spike Plot in STATA
Video - 00:3:38 mins
Module 5: Inferential Statistics and Hypothesis Testing
Lecture 1: Inferential Statistics and Hypothesis Testing
Video - 00:6:41 mins
Lecture 2: Z-test and T-test basic
Video - 00:3:24 mins
Lecture 3: Z-test - one sample
Video - 00:5:26 mins
Lecture 4: Z-test - two sample
Video - 00:4:56 mins
Lecture 5: t-test - one sample
Video - 00:2:44 mins
Lecture 6: t-test - two sample
Video - 00:2:26 mins
Lecture 7: Chi-square test
Video - 00:2:54 mins
Lecture 8: ANOVA test
Video - 00:4:50 mins
Lecture 9: Mann Whitney U Test (Wilcoxon Rank-Sum Test)
Video - 00:4:47 mins
Lecture 10: Wilcoxon Paired Test (Wilcoxon Signed-Rank Test)
Video - 00:5:03 mins
Lecture 11: Kruskal Wallis Test
Video - 00:4:40 mins
Lecture 12: Kolmogorov Smirnov (K-S) test
Video - 00:4:47 mins
Module 6: Correlation and Regression Analysis
Lecture 1: Correlation Analysis
Video - 00:4:24 mins
Lecture 2: Simple Linear Regression
Video - 00:6:08 mins
Lecture 3: Multiple Linear Regression Analysis
Video - 00:7:17 mins
Lecture 4: Binary Logistic Regression (Part 1)
Video - 00:4:49 mins
Lecture 4: Binary Logistic Regression (Part 2)
Video - 00:6:38 mins
Lecture 5: Multinomial Logistic Regression Model
Video - 00:5:43 mins
Module 7: Advanced Data Analysis Techniques
Lecture 1: Panel Data Analysis (Part 1)
Video - 00:4:42 mins
Lecture 1: Panel Data Analysis (Part 2)
Video - 00:3:32 mins
Lecture 1: Panel Data Analysis (Part 3)
Video - 00:5:41 mins
Lecture 2 Principal component analysis (Part 1)
Video - 00:7:56 mins
Lecture 2 Principal component analysis (Part 2)
Video - 00:6:33 mins
Lecture 3 Factor analysis
Video - 00:7:33 mins
Lecture 4 Handling Large Datasets
Video - 00:13:34 mins
Module 8: Research Output & Publication
Lecture 1: Exporting Results
Video - 00:2:24 mins
Lecture 2: Reproducible Research Workflow
Video - 00:5:20 mins
Lecture 3: Common Mistakes in STATA Research
Video - 00:7:32 mins
Lecture 4: STATA for Thesis & Journal Submission
Video - 00:4:36 mins
Module 9: Projects
Project 1
Video - 00:42:14 mins
Project 2
Video - 00:34:57 mins
Project 3
Video - 00:21:01 mins
All Practice Materials & Resources
All Data Files
Reading
Announcements Live Classes Gradebook Certificate Course Info
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