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Home » Book » R For Clinical Researchers Raw Data To Reproducible Results
R For Clinical Researchers Raw Data To Reproducible Results


R For Clinical Researchers Raw Data To Reproducible Results
687.3 MB | 3min 23s | mp4 | 1920X1080 | 16:9

Files Included :

FileName :1 – 11 Why R For Clinical Research.mp4 | Size: (8.89 MB)
FileName :2 – 12 Install R And Rstudio Safely.mp4 | Size: (7.25 MB)
FileName :3 – 13 Navigate Rstudio Without Hidden State.mp4 | Size: (3.67 MB)
FileName :4 – 14 Projects Packages And Scripts.mp4 | Size: (3.57 MB)
FileName :5 – 15 First Commands Objects And Vectors.mp4 | Size: (3.96 MB)
FileName :6 – 16 Read Errors And Recover Deliberately.mp4 | Size: (3.82 MB)
FileName :7 – 21 Rows Columns And Tidy Clinical Data.mp4 | Size: (5.26 MB)
FileName :8 – 22 Types Factors Dates And Missing Values.mp4 | Size: (11.26 MB)
FileName :9 – 23 Import Csv And Excel Files Reproducibly.mp4 | Size: (12.2 MB)
FileName :10 – 24 Inspect Structure Before Analysis.mp4 | Size: (4.53 MB)
FileName :11 – 25 Convert Mixed Date Formats Without Corruption.mp4 | Size: (12.14 MB)
FileName :12 – 26 Run A Sixpoint Dataquality Check.mp4 | Size: (12.2 MB)
FileName :13 – 31 Define Cleaning Decisions Before Changing Data.mp4 | Size: (9.17 MB)
FileName :14 – 32 Use Core Dplyr Verbs And The Pipe.mp4 | Size: (7.49 MB)
FileName :15 – 33 Build And Verify Grouped Summaries.mp4 | Size: (3.31 MB)
FileName :16 – 34 Reshape Only For A Defined Analytical Need.mp4 | Size: (3.08 MB)
FileName :17 – 35 Recode Labels Without Hiding Unknown Values.mp4 | Size: (3.88 MB)
FileName :18 – 36 Preserve Missingness And Save A Validated Dataset.mp4 | Size: (7.53 MB)
FileName :21 – 43 Building Table 1 With Gtsummary.mp4 | Size: (2.84 MB)
FileName :22 – 44 Adding Group Comparisons And The Pvalue Question.mp4 | Size: (2.6 MB)
FileName :23 – 45 Formatting And Exporting To Word.mp4 | Size: (2.59 MB)
FileName :24 – 46 Reporting Descriptives Honestly.mp4 | Size: (2.82 MB)
FileName :25 – 51 The Grammar Of Graphics.mp4 | Size: (15.12 MB)
FileName :26 – 52 Your First Ggplot Layer By Layer.mp4 | Size: (7.61 MB)
FileName :27 – 53 Choosing The Right Plot For The Question.mp4 | Size: (9.18 MB)
FileName :28 – 54 Faceting And Grouping For Clinical Subgroups.mp4 | Size: (8.46 MB)
FileName :29 – 55 Themes Labels And Colourblindsafe Palettes.mp4 | Size: (8.84 MB)
FileName :30 – 56 Exporting Figures At Journal Resolution.mp4 | Size: (6.41 MB)
FileName :31 – 61 The Question Behind Every Group Comparison.mp4 | Size: (8.32 MB)
FileName :32 – 62 Comparing Two Means The Ttest.mp4 | Size: (6.44 MB)
FileName :33 – 63 When The Assumptions Fail Nonparametric Tests.mp4 | Size: (6.42 MB)
FileName :34 – 64 Comparing Three Or More Groups Anova.mp4 | Size: (6.63 MB)
FileName :35 – 65 Categorical Versus Categorical Chisquared.mp4 | Size: (7.76 MB)
FileName :36 – 66 Choosing The Right Test And Reporting It.mp4 | Size: (6.43 MB)
FileName :37 – 71 From Comparison To Model Why Regression.mp4 | Size: (8.82 MB)
FileName :38 – 72 Linear Regression For Continuous Outcomes.mp4 | Size: (6.54 MB)
FileName :39 – 73 Logistic Regression For Binary Outcomes.mp4 | Size: (6.33 MB)
FileName :40 – 74 Interpreting And Reporting Model Coefficients.mp4 | Size: (7.35 MB)
FileName :41 – 75 Cox Regression The Third Workhorse.mp4 | Size: (9.93 MB)
FileName :42 – 76 Checking Model Assumptions.mp4 | Size: (8.79 MB)
FileName :43 – 81 What Makes Survival Data Different.mp4 | Size: (30.7 MB)
FileName :44 – 82 The Survival Object And The Kaplanmeier Estimator.mp4 | Size: (15.07 MB)
FileName :45 – 83 Plotting Survival Curves With Survminer.mp4 | Size: (15.07 MB)
FileName :46 – 84 Comparing Groups The Logrank Test.mp4 | Size: (15.15 MB)
FileName :47 – 85 Cox Regression In The Survival Workflow.mp4 | Size: (17.39 MB)
FileName :48 – 86 Reporting A Survival Analysis.mp4 | Size: (14.31 MB)
FileName :49 – 91 Missing Data Is A Methods Decision Not A Nuisance.mp4 | Size: (8.02 MB)
FileName :51 – 93 Completecase Analysis And When It Misleads.mp4 | Size: (9.46 MB)
FileName :52 – 94 Multiple Imputation With Mice.mp4 | Size: (12.74 MB)
FileName :53 – 95 Confounding And The Logic Of Adjustment.mp4 | Size: (13.17 MB)
FileName :54 – 96 Multiple Testing And Other Common Traps.mp4 | Size: (13.8 MB)
FileName :55 – 101 What A Metaanalysis Actually Pools.mp4 | Size: (8.99 MB)
FileName :56 – 102 Effect Sizes For Binary And Continuous Outcomes.mp4 | Size: (8.01 MB)
FileName :57 – 103 Fixedeffect Versus Randomeffects Models.mp4 | Size: (9.15 MB)
FileName :58 – 104 Running A Metaanalysis With The Meta Package.mp4 | Size: (10.03 MB)
FileName :59 – 105 Heterogeneity And The Forest Plot.mp4 | Size: (12.66 MB)
FileName :60 – 106 Publication Bias And Reporting Standards.mp4 | Size: (11.9 MB)
FileName :61 – 111 Why Reproducibility Is A Clinicalresearch Problem.mp4 | Size: (7.95 MB)
FileName :63 – 113 Code Chunks Options And Inline Results.mp4 | Size: (7.24 MB)
FileName :64 – 114 Parameterising And Rerunning A Report.mp4 | Size: (10.61 MB)
FileName :65 – 115 Output Formats Journals Accept.mp4 | Size: (7.58 MB)
FileName :66 – 116 Version Control And Project Hygiene.mp4 | Size: (8.85 MB)
FileName :67 – 121 Reading Your Analysis Like A Reviewer.mp4 | Size: (26.52 MB)
FileName :68 – 122 The Reporting Checklists.mp4 | Size: (11.18 MB)
FileName :69 – 123 The Statistical Critiques Reviewers Raise Most.mp4 | Size: (10.56 MB)
FileName :70 – 124 Sensitivity Analyses That Preempt Objections.mp4 | Size: (28.26 MB)
FileName :71 – 125 Assembling A Reproducible Submission Package.mp4 | Size: (24.27 MB)
FileName :72 – 126 Responding To Reviewers.mp4 | Size: (12.13 MB)

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