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Demographic and Health Survey Data Analysis in R and RStudio

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3.51 GB | 13min 22s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Welcome to RStudio for DHS Data Analysis.mp4 | Size: (33.39 MB)
FileName :2 Course Overview RStudio Statistics & Publication Workflow.mp4 | Size: (88.32 MB)
FileName :3 Importing Tanzania DHS Data from Stata ( dta) Files.mp4 | Size: (20.05 MB)
FileName :4 Importing Tanzania DHS Data from SPSS ( sav) Files.mp4 | Size: (17.46 MB)
FileName :5 Reading DHS Data from Other Countries (Peru Ethiopia).mp4 | Size: (35.45 MB)
FileName :6 Understanding DHS Variables Using Codebooks.mp4 | Size: (69.64 MB)
FileName :7 Selecting Variables Using the select() Function (Examples).mp4 | Size: (60.92 MB)
FileName :8 Creating a Short Summary Table Using the gtsummary Package.mp4 | Size: (12.08 MB)
FileName :9 Key DHS Variables for Stunting Wasting and Underweight.mp4 | Size: (30.68 MB)
FileName :10 Choosing DHS Variables for Nutritional Indicators and Covariates CodeBook.mp4 | Size: (59.12 MB)
FileName :11 Preparing Factor (Categorical) Variables and Value Labels.mp4 | Size: (46.79 MB)
FileName :12 Preparing Numerical (Continuous) Variables from the DHS Dataset.mp4 | Size: (42.09 MB)
FileName :13 Identifying Unusual extreme Values and Correcting Decimal Points.mp4 | Size: (45.68 MB)
FileName :14 Replacing Extreme and Unusual Values with Missing and Generating New Variables.mp4 | Size: (81.99 MB)
FileName :15 Generating Nutritional Indicators Stunting Wasting and Underweight.mp4 | Size: (72.73 MB)
FileName :16 Finalizing the Variable List for Analysis Nutritional and covariates.mp4 | Size: (33.05 MB)
FileName :17 Short Summary of Updated Variables Review of Finalized and Updated Variables.mp4 | Size: (33.84 MB)
FileName :18 Modifying Value Labels for Factor Variables.mp4 | Size: (100.57 MB)
FileName :19 Renaming Variables Based on Variable Names and Meaning.mp4 | Size: (71.24 MB)
FileName :20 Adding Variable Labels to the Current Dataset.mp4 | Size: (117.16 MB)
FileName :21 Saving the Dataset in RData Format.mp4 | Size: (33.16 MB)
FileName :22 Univariate Descriptive Statistics (Unweighted Analysis) gtsummary.mp4 | Size: (52.52 MB)
FileName :23 Formatting Categorical Variables as n (%).mp4 | Size: (25.28 MB)
FileName :24 Formatting Continuous Variables as Mean ± Standard Deviation.mp4 | Size: (15.85 MB)
FileName :25 Setting Decimal Places for Statistical Results.mp4 | Size: (27.36 MB)
FileName :26 Bivariate Analysis Using Column Percentages (Unweighted).mp4 | Size: (15.59 MB)
FileName :27 Adding Overall Findings to Bivariate Tables.mp4 | Size: (60.22 MB)
FileName :28 Adding p Values Using t Test and Chi Square Test (Unweighted).mp4 | Size: (41.71 MB)
FileName :29 Exporting Publication Ready Tables to MS Word.mp4 | Size: (48.01 MB)
FileName :30 Setting Up Survey Design (svyset svydesign).mp4 | Size: (32.95 MB)
FileName :31 Univariate Descriptive Statistics (Survey Weighted).mp4 | Size: (24.12 MB)
FileName :32 Checking Findings Against Published Reports.mp4 | Size: (12.65 MB)
FileName :33 Table Formatting - n (%) and Mean ± SD (Survey Weighted).mp4 | Size: (47.51 MB)
FileName :34 Survey Weighted Bivariate Analysis (svy).mp4 | Size: (37.44 MB)
FileName :35 Survey Weighted Chi Square Test and p Value (svy).mp4 | Size: (70.51 MB)
FileName :36 Exporting Survey Weighted Tables to MS Word (Publication Ready).mp4 | Size: (48.14 MB)
FileName :37 Bar Diagram for a Single Categorical Variable.mp4 | Size: (59.8 MB)
FileName :38 Bar Diagram for a Single Categorical Variable - Customization & Labeling.mp4 | Size: (58.91 MB)
FileName :39 Bar Diagram for Two Categorical Variables (Grouped Bar Chart).mp4 | Size: (93.64 MB)
FileName :40 Bar Diagram for a Binary Variable by One Categorical Variable.mp4 | Size: (82.81 MB)
FileName :41 Bar Diagram for a Binary Variable by Two Categorical Variables.mp4 | Size: (141.58 MB)
FileName :42 Removing Background and Using Clean Themes in ggplot2.mp4 | Size: (27.89 MB)
FileName :43 Bar Diagram for Multiple Binary Variables.mp4 | Size: (168.77 MB)
FileName :44 Exporting Figures to a Folder in RStudio (Publication Ready).mp4 | Size: (61.3 MB)
FileName :45 Box Plot for a Single Continuous Variable.mp4 | Size: (20.37 MB)
FileName :46 Box Plot for a Single Continuous Variable - Labeling & Customization.mp4 | Size: (52.32 MB)
FileName :47 Box Plot for a Single Continuous Variable by One Categorical Variable.mp4 | Size: (29.17 MB)
FileName :48 Box Plot for a Single Continuous Variable by Two Categorical Variables.mp4 | Size: (22.7 MB)
FileName :49 Modifying and Labeling Box Plots for Publication Ready Graphics.mp4 | Size: (87.19 MB)
FileName :50 Defining the Outcome Variable for Logistic Regression.mp4 | Size: (21.16 MB)
FileName :51 Simple Logistic Regression (Unadjusted Odds Ratio).mp4 | Size: (64.96 MB)
FileName :52 Multiple Logistic Regression (Adjusted Odds Ratios).mp4 | Size: (29.33 MB)
FileName :53 Changing Reference Categories for Categorical Independent Variables.mp4 | Size: (65.91 MB)
FileName :54 Recap - Variable Modification for Logistic Regression.mp4 | Size: (86.28 MB)
FileName :55 Publication Ready Table for Unadjusted Odds Ratios.mp4 | Size: (133.1 MB)
FileName :56 Publication Ready Table for Adjusted Odds Ratios (AOR).mp4 | Size: (54.88 MB)
FileName :57 Final - Publication Ready Table (Unadjusted & Adjusted Odds Ratios).mp4 | Size: (28.66 MB)
FileName :58 Saving Publication Ready Tables in MS Word.mp4 | Size: (34.16 MB)
FileName :59 Factors Associated with Stunting Underweight and Wasting.mp4 | Size: (121.46 MB)
FileName :60 Defining the Outcome and Independent Variables.mp4 | Size: (21.44 MB)
FileName :61 Simple Linear Regression.mp4 | Size: (30.43 MB)
FileName :62 Multiple Linear Regression.mp4 | Size: (29.5 MB)
FileName :63 Defining Survey Design for Logistic Regression.mp4 | Size: (33.11 MB)
FileName :64 Survey Weighted Simple Logistic Regression.mp4 | Size: (28.75 MB)
FileName :65 Survey Weighted Multiple Logistic Regression.mp4 | Size: (18.49 MB)
FileName :66 Changing Reference Categories in svy Models.mp4 | Size: (38.57 MB)
FileName :67 Publication Ready Tables for svy Logistic Regression Crude Odds Ratio.mp4 | Size: (93.37 MB)
FileName :68 Publication Ready Tables for svy Logistic Regression Adjusted Odds Ratios.mp4 | Size: (39.37 MB)
FileName :69 Final publication ready Table and Exporting svy Logistic Regression to MS Word.mp4 | Size: (52.99 MB)]
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