[
  {
    "title": "Learn R",
    "items": [
      {
        "divider": true,
        "text": "Getting Started"
      },
      {
        "href": "Is-R-Worth-Learning-in-2026.html",
        "text": "Is R Worth Learning?"
      },
      {
        "href": "Install-R-and-RStudio-2026.html",
        "text": "Install R & RStudio"
      },
      {
        "href": "RStudio-IDE-Tour.html",
        "text": "RStudio IDE Tour"
      },
      {
        "divider": true,
        "text": "R Fundamentals"
      },
      {
        "href": "R-Syntax-101.html",
        "text": "R Syntax 101"
      },
      {
        "href": "R-Data-Types.html",
        "text": "R Data Types"
      },
      {
        "href": "R-Vectors.html",
        "text": "R Vectors"
      },
      {
        "href": "R-Matrices.html",
        "text": "R Matrices"
      },
      {
        "href": "R-Factors.html",
        "text": "R Factors"
      },
      {
        "href": "R-Data-Frames.html",
        "text": "R Data Frames"
      },
      {
        "href": "R-Lists.html",
        "text": "R Lists"
      },
      {
        "href": "R-Control-Flow.html",
        "text": "R Control Flow"
      },
      {
        "href": "R-Special-Values.html",
        "text": "R Special Values"
      },
      {
        "href": "R-Type-Coercion.html",
        "text": "R Type Coercion"
      },
      {
        "href": "R-Functions.html",
        "text": "Writing R Functions"
      },
      {
        "href": "R-Beginner-Exercises-quiz.html",
        "text": "R Fundamentals Quiz"
      },
      {
        "divider": true,
        "text": "Working Effectively"
      },
      {
        "href": "R-Subsetting.html",
        "text": "R Subsetting"
      },
      {
        "href": "Getting-Help-in-R.html",
        "text": "Getting Help in R"
      },
      {
        "href": "R-Project-Structure.html",
        "text": "R Project Structure"
      },
      {
        "divider": true,
        "text": "R Career & Resources"
      },
      {
        "href": "R-vs-Python.html",
        "text": "R vs Python"
      },
      {
        "href": "How-to-Learn-R.html",
        "text": "How to Learn R"
      },
      {
        "href": "R-for-Excel-Users.html",
        "text": "R for Excel Users"
      },
      {
        "href": "R-Interview-Questions.html",
        "text": "R Interview Questions"
      },
      {
        "href": "R-Interview-Questions-quiz.html",
        "text": "R Interview Readiness Quiz"
      },
      {
        "href": "R-Cheat-Sheet.html",
        "text": "R Cheat Sheet"
      },
      {
        "divider": true,
        "text": "Professional R"
      },
      {
        "href": "Data-Ethics-in-R.html",
        "text": "Data Ethics"
      },
      {
        "href": "Bias-in-Data-and-Models.html",
        "text": "Bias in Data & Models"
      },
      {
        "href": "Reproducibility-Crisis.html",
        "text": "Reproducibility"
      },
      {
        "href": "Data-Privacy-in-R.html",
        "text": "Data Privacy"
      },
      {
        "href": "Communicating-Uncertainty.html",
        "text": "Communicating Uncertainty"
      }
    ]
  },
  {
    "title": "Data Wrangling",
    "items": [
      {
        "divider": true,
        "text": "Import & Setup"
      },
      {
        "href": "Importing-Data-in-R.html",
        "text": "Importing Data"
      },
      {
        "href": "R-Pipe-Operator.html",
        "text": "Pipe Operator"
      },
      {
        "href": "Tidy-Data-in-R.html",
        "text": "Tidy Data"
      },
      {
        "divider": true,
        "text": "dplyr Essentials"
      },
      {
        "href": "dplyr-filter-select.html",
        "text": "dplyr filter & select"
      },
      {
        "href": "dplyr-mutate-rename.html",
        "text": "dplyr mutate & rename"
      },
      {
        "href": "dplyr-group-by-summarise.html",
        "text": "dplyr group_by & summarise"
      },
      {
        "href": "dplyr-arrange-slice.html",
        "text": "dplyr arrange & slice"
      },
      {
        "href": "dplyr-across.html",
        "text": "dplyr across()"
      },
      {
        "href": "dplyr-case-when.html",
        "text": "dplyr case_when()"
      },
      {
        "href": "dplyr-Exercises-in-R-quiz.html",
        "text": "dplyr Quiz"
      },
      {
        "divider": true,
        "text": "Join & Reshape"
      },
      {
        "href": "R-Joins.html",
        "text": "R Joins"
      },
      {
        "href": "pivot_longer-pivot_wider-Reshape-Data-in-R.html",
        "text": "pivot_longer & pivot_wider"
      },
      {
        "href": "tidyr-separate-unite-Split-Combine-Columns-in-R.html",
        "text": "separate() & unite()"
      },
      {
        "href": "tidyr-Exercises-in-R-quiz.html",
        "text": "tidyr Quiz"
      },
      {
        "divider": true,
        "text": "Clean & Quality"
      },
      {
        "href": "Missing-Values-in-R-Detect-Count-Remove-Impute-NA.html",
        "text": "Missing Values (NA)"
      },
      {
        "href": "Data-Quality-Checking-in-R.html",
        "text": "Data Quality Checking"
      },
      {
        "href": "janitor-Package-in-R.html",
        "text": "janitor Package"
      },
      {
        "divider": true,
        "text": "Strings & Dates"
      },
      {
        "href": "stringr-in-R.html",
        "text": "stringr"
      },
      {
        "href": "R-Regex-stringr-Pattern-Matching.html",
        "text": "Regex Patterns"
      },
      {
        "href": "lubridate-in-R.html",
        "text": "lubridate"
      },
      {
        "divider": true,
        "text": "Scale & Connect"
      },
      {
        "href": "DBI-in-R.html",
        "text": "DBI & Databases"
      },
      {
        "href": "DuckDB-in-R.html",
        "text": "DuckDB & duckplyr"
      },
      {
        "href": "Web-Scraping-in-R-with-rvest.html",
        "text": "Web Scraping (rvest)"
      },
      {
        "href": "REST-APIs-in-R-with-httr2.html",
        "text": "REST APIs (httr2)"
      }
    ]
  },
  {
    "title": "Visualization",
    "items": [
      {
        "divider": true,
        "text": "ggplot2 Foundations"
      },
      {
        "href": "ggplot2-Grammar-of-Graphics.html",
        "text": "Grammar of Graphics"
      },
      {
        "href": "ggplot2-Getting-Started.html",
        "text": "ggplot2 Getting Started"
      },
      {
        "href": "ggplot2-Aesthetics-aes-Map-Data.html",
        "text": "ggplot2 Aesthetics (aes)"
      },
      {
        "href": "ggplot2-Colours.html",
        "text": "ggplot2 Colours"
      },
      {
        "href": "ggplot2-Scales.html",
        "text": "ggplot2 Scales"
      },
      {
        "href": "ggplot2-Themes-in-R.html",
        "text": "ggplot2 Themes"
      },
      {
        "href": "ggplot2-Labels-and-Annotations.html",
        "text": "Labels & Annotations"
      },
      {
        "href": "ggplot2-Facets.html",
        "text": "ggplot2 Facets"
      },
      {
        "href": "ggplot2-Exercises-in-R-quiz.html",
        "text": "ggplot2 Quiz"
      },
      {
        "divider": true,
        "text": "Core Charts"
      },
      {
        "href": "ggplot2-Scatter-Plots.html",
        "text": "Scatter Plots"
      },
      {
        "href": "ggplot2-Line-Charts.html",
        "text": "Line Charts"
      },
      {
        "href": "ggplot2-Bar-Charts.html",
        "text": "Bar Charts"
      },
      {
        "href": "ggplot2-Distribution-Charts.html",
        "text": "Distribution Charts"
      },
      {
        "href": "Error-Bars-in-R.html",
        "text": "Error Bars"
      },
      {
        "href": "geom_smooth-in-R.html",
        "text": "geom_smooth()"
      },
      {
        "divider": true,
        "text": "Distributions & Groups"
      },
      {
        "href": "Violin-Plot-in-R.html",
        "text": "Violin Plot"
      },
      {
        "href": "Ridgeline-Plot-in-R.html",
        "text": "Ridgeline Plot"
      },
      {
        "href": "Lollipop-Chart-in-R.html",
        "text": "Lollipop Chart"
      },
      {
        "divider": true,
        "text": "Relationships"
      },
      {
        "href": "Bubble-Chart-in-R.html",
        "text": "Bubble Chart"
      },
      {
        "href": "Heatmap-in-R.html",
        "text": "Heatmap in R"
      },
      {
        "href": "Correlation-Matrix-Plot-in-R.html",
        "text": "Correlation Matrix"
      },
      {
        "divider": true,
        "text": "Advanced Charts"
      },
      {
        "href": "Pie-Donut-Chart-in-R.html",
        "text": "Pie & Donut Chart"
      },
      {
        "href": "Treemap-in-R.html",
        "text": "Treemap"
      },
      {
        "href": "Waffle-Chart-in-R.html",
        "text": "Waffle Chart"
      },
      {
        "divider": true,
        "text": "Exploratory Analysis"
      },
      {
        "href": "Exploratory-Data-Analysis-in-R.html",
        "text": "EDA (7-Step Framework)"
      },
      {
        "href": "Univariate-EDA-in-R.html",
        "text": "Univariate EDA"
      },
      {
        "href": "Bivariate-EDA-in-R.html",
        "text": "Bivariate EDA"
      },
      {
        "href": "Descriptive-Statistics-in-R.html",
        "text": "Descriptive Statistics"
      },
      {
        "href": "Correlation-Analysis-in-R.html",
        "text": "Correlation Analysis"
      },
      {
        "divider": true,
        "text": "Interactive & Maps"
      },
      {
        "href": "Combining-ggplot2-with-plotly.html",
        "text": "ggplot2 + plotly Interactive"
      },
      {
        "href": "Interactive-Maps-in-R-with-leaflet.html",
        "text": "Leaflet Interactive Maps"
      },
      {
        "href": "Spatial-Data-in-R-with-sf.html",
        "text": "Spatial Data (sf)"
      },
      {
        "href": "Choropleth-Maps-in-R.html",
        "text": "Choropleth Maps (sf)"
      },
      {
        "divider": true,
        "text": "Customization & Reference"
      },
      {
        "href": "ggplot2-Legends-in-R.html",
        "text": "ggplot2 Legends"
      },
      {
        "href": "ggplot2-Secondary-Axis.html",
        "text": "Secondary Axis"
      },
      {
        "href": "ggplot2-Log-Scale.html",
        "text": "Log Scale"
      },
      {
        "href": "patchwork-Package.html",
        "text": "patchwork (Combine Plots)"
      },
      {
        "href": "Publication-Quality-Figures-in-R.html",
        "text": "Publication-Ready Figures"
      },
      {
        "href": "ggplot2-cheatsheet.html",
        "text": "ggplot2 Quickref"
      }
    ]
  },
  {
    "title": "Statistics",
    "items": [
      {
        "divider": true,
        "text": "EDA & Data Quality"
      },
      {
        "href": "Automated-EDA-in-R.html",
        "text": "Automated EDA"
      },
      {
        "href": "Missing-Data-Visualization-in-R-naniar.html",
        "text": "Missing Data Viz (naniar)"
      },
      {
        "href": "Outlier-Detection-in-R.html",
        "text": "Outlier Detection"
      },
      {
        "divider": true,
        "text": "Probability"
      },
      {
        "href": "Sample-Spaces-Events-and-Probability-Axioms-in-R-With-Monte-Carlo-Proof.html",
        "text": "Probability Axioms"
      },
      {
        "href": "Conditional-Probability-in-R.html",
        "text": "Conditional Probability"
      },
      {
        "href": "Random-Variables-in-R.html",
        "text": "Random Variables"
      },
      {
        "href": "Binomial-and-Poisson-Distributions-in-R.html",
        "text": "Binomial vs Poisson"
      },
      {
        "href": "Normal-t-F-and-Chi-Squared-Distributions-in-R.html",
        "text": "Normal, t, F, Chi-Squared"
      },
      {
        "href": "Central-Limit-Theorem-in-R.html",
        "text": "Central Limit Theorem"
      },
      {
        "href": "Sampling-Distributions-in-R.html",
        "text": "Sampling Distributions"
      },
      {
        "href": "Law-of-Large-Numbers-vs-CLT-in-R.html",
        "text": "LLN vs CLT"
      },
      {
        "href": "What-Is-Probability-Simulation-First-Intuition-in-R-Before-the-Formulas.html",
        "text": "Probability (Simulation-First)"
      },
      {
        "href": "Expected-Value-and-Variance-in-R.html",
        "text": "Expected Value and Variance"
      },
      {
        "divider": true,
        "text": "Inference & Estimation"
      },
      {
        "href": "Maximum-Likelihood-Estimation-in-R.html",
        "text": "Maximum Likelihood Estimation"
      },
      {
        "href": "Hypothesis-Testing-in-R.html",
        "text": "Hypothesis Testing"
      },
      {
        "href": "Sample-Size-Planning-in-R.html",
        "text": "Sample Size Planning"
      },
      {
        "href": "Which-Statistical-Test-in-R.html",
        "text": "Choosing the Right Test"
      },
      {
        "href": "Statistical-Tests-in-R.html",
        "text": "Statistical Tests"
      },
      {
        "href": "Measures-of-Association-in-R.html",
        "text": "Measures of Association"
      },
      {
        "href": "Point-Estimation-in-R.html",
        "text": "Point Estimation"
      },
      {
        "href": "Confidence-Intervals-in-R.html",
        "text": "Confidence Intervals"
      },
      {
        "href": "Type-I-and-Type-II-Errors-in-R.html",
        "text": "Type I and II Errors"
      },
      {
        "href": "Statistical-Power-Analysis-in-R.html",
        "text": "Power Analysis"
      },
      {
        "href": "Effect-Size-in-R.html",
        "text": "Effect Size"
      },
      {
        "href": "t-Tests-in-R.html",
        "text": "t-Tests"
      },
      {
        "href": "Proportion-Tests-in-R.html",
        "text": "Proportion Tests"
      },
      {
        "href": "Normality-and-Variance-Tests-in-R.html",
        "text": "Normality & Variance Tests"
      },
      {
        "href": "Chi-Square-Tests-in-R.html",
        "text": "Chi-Square Tests"
      },
      {
        "href": "Wilcoxon-Mann-Whitney-and-Kruskal-Wallis-in-R.html",
        "text": "Wilcoxon, Mann-Whitney & Kruskal-Wallis"
      },
      {
        "href": "Multiple-Comparisons-in-R.html",
        "text": "Multiple Testing Correction"
      },
      {
        "href": "Hypothesis-Testing-Exercises-in-R-quiz.html",
        "text": "Hypothesis Testing Quiz"
      },
      {
        "divider": true,
        "text": "Regression"
      },
      {
        "href": "Linear-Regression.html",
        "text": "Linear Regression"
      },
      {
        "href": "Logistic-Regression-With-R.html",
        "text": "Logistic Regression"
      },
      {
        "href": "Variable-Selection-and-Importance-With-R.html",
        "text": "Feature Selection"
      },
      {
        "href": "Model-Selection-in-R.html",
        "text": "Model Selection"
      },
      {
        "href": "Missing-Value-Treatment-With-R.html",
        "text": "Missing Value Treatment"
      },
      {
        "href": "Outlier-Treatment-With-R.html",
        "text": "Outlier Analysis"
      },
      {
        "href": "adv-regression-models.html",
        "text": "Advanced Regression Models"
      },
      {
        "href": "Linear-Regression-Exercises-in-R-quiz.html",
        "text": "Linear Regression Quiz"
      },
      {
        "divider": true,
        "text": "Reporting"
      },
      {
        "href": "Statistical-Consulting-in-R.html",
        "text": "Statistical Consulting"
      },
      {
        "href": "Statistical-Report-Writing-in-R.html",
        "text": "Statistical Report Writing"
      },
      {
        "href": "Bootstrap-Confidence-Intervals-in-R.html",
        "text": "Bootstrap Confidence Intervals"
      },
      {
        "href": "Reporting-Statistics-in-R.html",
        "text": "Reporting Statistics"
      },
      {
        "href": "Correlation-in-R.html",
        "text": "Correlation (Pearson, Spearman, Kendall)"
      },
      {
        "href": "Linear-Regression-Assumptions-in-R.html",
        "text": "Linear Regression Assumptions"
      },
      {
        "href": "Dummy-Variables-in-R.html",
        "text": "Dummy Variables in R"
      },
      {
        "href": "Interaction-Effects-in-R.html",
        "text": "Interaction Effects"
      },
      {
        "href": "Regression-Diagnostics-in-R.html",
        "text": "Regression Diagnostics"
      },
      {
        "href": "Logistic-Regression-in-R.html",
        "text": "Logistic Regression (glm + ROC)"
      },
      {
        "href": "Variable-Selection-in-R.html",
        "text": "Variable Selection"
      },
      {
        "href": "Poisson-Regression-in-R.html",
        "text": "Poisson Regression"
      },
      {
        "href": "Ridge-and-Lasso-Regression-in-R.html",
        "text": "Ridge & Lasso Regression"
      },
      {
        "href": "Polynomial-and-Spline-Regression-in-R.html",
        "text": "Polynomial & Splines"
      },
      {
        "href": "Regression-Tables-in-R.html",
        "text": "Regression Tables (3 packages)"
      },
      {
        "href": "One-Way-ANOVA-in-R.html",
        "text": "One-Way ANOVA"
      },
      {
        "href": "Post-Hoc-Tests-After-ANOVA.html",
        "text": "Post-Hoc Tests After ANOVA"
      },
      {
        "href": "Two-Way-ANOVA-in-R.html",
        "text": "Two-Way ANOVA"
      },
      {
        "href": "Repeated-Measures-ANOVA-in-R.html",
        "text": "Repeated Measures ANOVA"
      },
      {
        "href": "ANCOVA-in-R.html",
        "text": "ANCOVA"
      },
      {
        "href": "Experimental-Design-Principles-in-R.html",
        "text": "Experimental Design in R"
      },
      {
        "href": "Factorial-Experiments-in-R.html",
        "text": "Factorial Designs (2^k)"
      },
      {
        "href": "AB-Testing-in-R.html",
        "text": "A/B Testing"
      },
      {
        "href": "MANOVA-in-R.html",
        "text": "MANOVA"
      },
      {
        "href": "Mixed-ANOVA-in-R.html",
        "text": "Mixed ANOVA"
      },
      {
        "href": "Multivariate-Statistics-in-R.html",
        "text": "Multivariate Distances & Hotelling's T²"
      },
      {
        "href": "PCA-in-R.html",
        "text": "PCA with prcomp()"
      },
      {
        "href": "Interpreting-PCA-Results-in-R.html",
        "text": "Interpreting PCA Output"
      },
      {
        "href": "Exploratory-Factor-Analysis-in-R.html",
        "text": "Exploratory Factor Analysis"
      },
      {
        "href": "CFA-and-Structural-Equation-Modeling-in-R.html",
        "text": "SEM and CFA (lavaan)"
      },
      {
        "href": "Linear-Discriminant-Analysis-in-R.html",
        "text": "LDA (Linear Discriminant Analysis)"
      },
      {
        "href": "Cluster-Analysis-in-R.html",
        "text": "Clustering (k-Means / HC / DBSCAN)"
      },
      {
        "href": "Correspondence-Analysis-in-R.html",
        "text": "Correspondence Analysis"
      },
      {
        "href": "t-SNE-and-UMAP-in-R.html",
        "text": "t-SNE and UMAP"
      },
      {
        "href": "Simple-Linear-Regression-in-R.html",
        "text": "Simple Linear Regression"
      },
      {
        "href": "Multiple-Regression-in-R.html",
        "text": "Multiple Regression"
      },
      {
        "href": "Robust-Regression-in-R.html",
        "text": "Robust Regression (rlm)"
      },
      {
        "href": "factoextra-and-FactoMineR.html",
        "text": "factoextra (PCA + Clusters)"
      },
      {
        "href": "Categorical-Data-in-R.html",
        "text": "Categorical Data (Tables & Mosaic)"
      },
      {
        "href": "Chi-Square-Test-of-Independence-in-R.html",
        "text": "Chi-Square Test of Independence"
      },
      {
        "href": "Chi-Square-Goodness-of-Fit-Test-in-R.html",
        "text": "Chi-Square Goodness-of-Fit"
      },
      {
        "href": "Fishers-Exact-Test-in-R.html",
        "text": "Fisher's Exact Test"
      },
      {
        "href": "Odds-Ratios-and-Relative-Risk-in-R.html",
        "text": "Odds Ratios & Relative Risk"
      },
      {
        "href": "Logistic-Regression-in-R-2.html",
        "text": "Logistic Regression (Diagnostics)"
      },
      {
        "href": "Poisson-and-Negative-Binomial-Regression.html",
        "text": "Poisson & Negative Binomial Regression"
      },
      {
        "href": "Multinomial-and-Ordinal-Logistic-Regression-in-R.html",
        "text": "Multinomial & Ordinal Logistic Regression"
      },
      {
        "href": "When-to-Use-Nonparametric-Tests-in-R.html",
        "text": "When to Use Nonparametric Tests"
      },
      {
        "href": "Wilcoxon-Signed-Rank-Test-in-R.html",
        "text": "Wilcoxon Signed-Rank Test"
      },
      {
        "href": "Mann-Whitney-U-Test-in-R.html",
        "text": "Mann-Whitney U Test"
      },
      {
        "href": "Kruskal-Wallis-Test-in-R-2.html",
        "text": "Kruskal-Wallis Test"
      },
      {
        "href": "Friedman-Test-in-R.html",
        "text": "Friedman Test"
      },
      {
        "href": "Spearman-and-Kendall-Correlation-in-R.html",
        "text": "Spearman & Kendall Correlation"
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        "href": "Bootstrap-in-R.html",
        "text": "Bootstrap (boot package)"
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      {
        "href": "Quantile-Regression-in-R-2.html",
        "text": "Quantile Regression"
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      {
        "href": "Matrix-Operations-in-R.html",
        "text": "Matrix Operations in R"
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      {
        "href": "Solving-Linear-Systems-in-R.html",
        "text": "Solving Linear Systems in R"
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      {
        "href": "Eigenvalues-and-Eigenvectors-in-R.html",
        "text": "Eigenvalues & Eigenvectors in R"
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      {
        "href": "Singular-Value-Decomposition-in-R.html",
        "text": "Singular Value Decomposition in R"
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      {
        "href": "Projections-and-the-Hat-Matrix-in-R.html",
        "text": "Projections & the Hat Matrix"
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      {
        "href": "QR-Decomposition-in-R.html",
        "text": "QR Decomposition in R"
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      {
        "href": "Quadratic-Forms-in-R.html",
        "text": "Quadratic Forms"
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      {
        "href": "Matrix-Derivatives-and-the-Hessian-in-R.html",
        "text": "Matrix Derivatives & Hessian"
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        "href": "Exponential-Family-Distributions-in-R.html",
        "text": "Exponential Family Distributions"
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      {
        "href": "Sufficient-Statistics-in-R.html",
        "text": "Sufficient Statistics"
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      {
        "href": "Complete-and-Ancillary-Statistics-in-R.html",
        "text": "Complete & Ancillary Statistics"
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      {
        "href": "UMVUE-in-R-2.html",
        "text": "UMVUE (Rao-Blackwell & Lehmann-Scheffé)"
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      {
        "href": "Cramer-Rao-Lower-Bound-in-R-2.html",
        "text": "Cramér-Rao Lower Bound"
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        "href": "Asymptotic-Theory-in-R-2.html",
        "text": "Asymptotic Theory"
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        "href": "Neyman-Pearson-Lemma-in-R-2.html",
        "text": "Neyman-Pearson Lemma"
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      {
        "href": "Likelihood-Ratio-Tests-and-Pivotal-Methods.html",
        "text": "Likelihood Ratio & Pivotal Methods"
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        "href": "Decision-Theory-in-R.html",
        "text": "Decision Theory"
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        "text": "Asymptotic Relative Efficiency"
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        "href": "Bayes-Theorem-in-R.html",
        "text": "Bayes' Theorem"
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        "href": "Bayesian-Statistics-in-R.html",
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        "href": "Conjugate-Priors-in-R.html",
        "text": "Conjugate Priors"
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      {
        "href": "Grid-Approximation-in-R.html",
        "text": "Grid Approximation"
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        "href": "MCMC-in-R.html",
        "text": "MCMC in R"
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      {
        "href": "Gibbs-Sampling-in-R.html",
        "text": "Gibbs Sampling"
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      {
        "href": "Hamiltonian-Monte-Carlo-in-R.html",
        "text": "Hamiltonian Monte Carlo"
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      {
        "href": "Stan-in-R.html",
        "text": "Stan"
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      {
        "href": "brms-in-R.html",
        "text": "brms"
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      {
        "href": "Choosing-Priors-in-R.html",
        "text": "Choosing Priors"
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        "href": "Prior-Predictive-Checks-in-R.html",
        "text": "Prior Predictive Checks"
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        "text": "Compare Bayesian Models"
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        "href": "Posterior-Predictive-Checks-in-R.html",
        "text": "Posterior Predictive Checks"
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        "href": "Bayesian-Linear-Regression-in-R.html",
        "text": "Bayesian Linear Regression"
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      {
        "href": "Bayesian-Logistic-Regression-in-R.html",
        "text": "Bayesian Logistic Regression"
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        "href": "Bayesian-Hierarchical-Models-in-R.html",
        "text": "Bayesian Hierarchical Models"
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        "href": "Multilevel-Models-in-R.html",
        "text": "Multilevel Models"
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        "text": "Bayesian ANOVA"
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        "text": "Time Series Forecasting"
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        "href": "Time-Series-Forecasting-With-R-part2.html",
        "text": "More Time Series Forecasting"
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        "text": "Time Series Quiz"
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        "href": "R-Functional-Programming-Exercises-quiz.html",
        "text": "Functional Programming Quiz"
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      {
        "href": "purrr-map-Variants.html",
        "text": "purrr map() Variants"
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      {
        "href": "R-Anonymous-Functions.html",
        "text": "R Anonymous Functions"
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      {
        "href": "R-Function-Factories.html",
        "text": "R Function Factories"
      },
      {
        "href": "R-Function-Operators.html",
        "text": "R Function Operators"
      },
      {
        "href": "Reduce-Filter-Map-in-R.html",
        "text": "Reduce, Filter, Map"
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      {
        "href": "Memoization-in-R.html",
        "text": "Memoization in R"
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      {
        "href": "Writing-Composable-R-Code.html",
        "text": "Composable R Code"
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      {
        "divider": true,
        "text": "OOP in R"
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      {
        "href": "OOP-in-R.html",
        "text": "OOP in R: S3/S4/R6"
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      {
        "href": "S3-Classes-in-R.html",
        "text": "S3 Classes"
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      {
        "href": "S3-Method-Dispatch-in-R.html",
        "text": "S3 Method Dispatch"
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      {
        "href": "S4-Classes-in-R.html",
        "text": "S4 Classes"
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      {
        "href": "S4-Methods-in-R.html",
        "text": "S4 Methods & Dispatch"
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        "href": "R6-Classes-in-R.html",
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        "text": "R6 Advanced"
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        "href": "Operator-Overloading-in-R.html",
        "text": "Operator Overloading"
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      {
        "href": "R-Assignment-Deep-Dive.html",
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        "href": "R-Memory-lobstr.html",
        "text": "R Memory & lobstr"
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      {
        "href": "R-Environments.html",
        "text": "R Environments"
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      {
        "href": "R-Lexical-Scoping.html",
        "text": "Lexical Scoping"
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        "href": "R-Closures.html",
        "text": "R Closures"
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      {
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        "text": "Conditions System"
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      {
        "href": "R-Debugging.html",
        "text": "Debugging R Code"
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      {
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        "text": "50 Common R Errors"
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      {
        "href": "Parallel-Computing-With-R.html",
        "text": "Parallel Computing"
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      {
        "href": "Strategies-To-Improve-And-Speedup-R-Code.html",
        "text": "Speedup R Code"
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        "href": "Shiny-Exercises-in-R-quiz.html",
        "text": "Shiny Quiz"
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        "text": "ggplot2 Short Tutorial"
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      {
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        "text": "ggplot2 Tutorial 1 - Intro"
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        "text": "ggplot2 Tutorial 2 - Theme"
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      {
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        "text": "ggplot2 Tutorial 3 - Masterlist"
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        "text": "Association Mining"
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        "href": "Optimization-With-R.html",
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        "text": "dplyr Quiz"
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        "text": "Hypothesis Testing Quiz"
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        "href": "Linear-Regression-Exercises-in-R-quiz.html",
        "text": "Linear Regression Quiz"
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      {
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        "text": "R Vectors (12 problems)"
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      {
        "href": "R-Data-Frames-Exercises.html",
        "text": "R Data Frames (15 problems)"
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        "href": "R-Lists-Exercises.html",
        "text": "R Lists (10 problems)"
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      {
        "href": "R-Control-Flow-Exercises.html",
        "text": "R Control Flow (12 problems)"
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      {
        "href": "R-Functions-Exercises.html",
        "text": "R Functions (10 problems)"
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      {
        "href": "R-String-Exercises.html",
        "text": "R Strings (10 problems)"
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      {
        "href": "R-Date-Time-Exercises.html",
        "text": "R Date & Time (10 problems)"
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      {
        "href": "R-Apply-Exercises.html",
        "text": "R apply Family (12 problems)"
      },
      {
        "href": "R-Subsetting-Exercises.html",
        "text": "R Subsetting (10 problems)"
      },
      {
        "href": "R-Functional-Programming-Exercises.html",
        "text": "Functional Programming (10 problems)"
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      {
        "href": "R-OOP-Exercises.html",
        "text": "OOP in R (8 problems)"
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      {
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        "text": "Data Wrangling"
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      {
        "href": "R-Data-Import-Exercises.html",
        "text": "Data Import (10 problems)"
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      {
        "href": "dplyr-Exercises.html",
        "text": "dplyr (15 problems)"
      },
      {
        "href": "dplyr-filter-select-Exercises.html",
        "text": "dplyr filter() & select() (12 problems)"
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      {
        "href": "dplyr-group-by-summarise-Exercises.html",
        "text": "dplyr group_by() & summarise() (10 problems)"
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      {
        "href": "dplyr-Join-Exercises.html",
        "text": "dplyr Joins (10 problems)"
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      {
        "href": "data-table-Exercises.html",
        "text": "data.table (12 problems)"
      },
      {
        "href": "purrr-Exercises.html",
        "text": "purrr (10 problems)"
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      {
        "href": "tidyr-Reshaping-Exercises.html",
        "text": "tidyr Reshaping (10 problems)"
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      {
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        "text": "ggplot2 (15 problems)"
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        "href": "ggplot2-Geom-Exercises.html",
        "text": "ggplot2 Geoms (12 problems)"
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      {
        "href": "ggplot2-Aesthetics-Exercises.html",
        "text": "ggplot2 Aesthetics (10 problems)"
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      {
        "href": "ggplot2-Customization-Exercises.html",
        "text": "ggplot2 Customization (10 problems)"
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      {
        "href": "ggplot2-Facet-Exercises.html",
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      {
        "href": "R-Visualization-Project.html",
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        "text": "Statistics"
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      {
        "href": "Probability-in-R-Exercises.html",
        "text": "Probability in R Exercises"
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        "text": "R Probability Distributions (12 problems)"
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      {
        "href": "Binomial-Distribution-Exercises-in-R.html",
        "text": "Binomial Distribution Exercises"
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      {
        "href": "Poisson-Distribution-Exercises-in-R.html",
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        "href": "Central-Limit-Theorem-Exercises-in-R.html",
        "text": "Central Limit Theorem Exercises"
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      {
        "href": "Hypothesis-Testing-Exercises-in-R.html",
        "text": "Hypothesis Testing Exercises"
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      {
        "href": "t-Test-Exercises-in-R.html",
        "text": "t-Test Exercises (12 problems)"
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      {
        "href": "Chi-Square-Test-Exercises-in-R.html",
        "text": "Chi-Square Exercises (10 problems)"
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      {
        "href": "Confidence-Interval-Exercises-in-R.html",
        "text": "Confidence Interval (10 problems)"
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      {
        "href": "Power-Analysis-Exercises-in-R.html",
        "text": "Power Analysis Exercises (8 problems)"
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      {
        "href": "Nonparametric-Tests-Exercises-in-R.html",
        "text": "Nonparametric Exercises (10 problems)"
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        "href": "Multiple-Testing-Exercises-in-R.html",
        "text": "Multiple Testing (8 problems)"
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        "href": "Multiple-Regression-Exercises-in-R.html",
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        "href": "Logistic-Regression-Exercises-in-R.html",
        "text": "Logistic Regression Exercises (10 problems)"
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        "href": "Regression-Diagnostics-Exercises-in-R.html",
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        "href": "GLM-Exercises-in-R.html",
        "text": "GLM Exercises (10 problems)"
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      {
        "href": "ANOVA-Exercises-in-R.html",
        "text": "ANOVA Exercises (15 problems)"
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        "href": "Post-Hoc-Tests-Exercises-in-R.html",
        "text": "Post-Hoc Tests Exercises (8 problems)"
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      {
        "href": "Repeated-Measures-Exercises-in-R.html",
        "text": "Repeated Measures (8 problems)"
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      {
        "href": "Experimental-Design-Exercises-in-R.html",
        "text": "Experimental Design Exercises (8 problems)"
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      {
        "href": "AB-Testing-Exercises-in-R.html",
        "text": "A/B Testing Exercises (8 problems)"
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      {
        "href": "Linear-Regression-Exercises-in-R.html",
        "text": "Linear Regression (15 problems)"
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      {
        "href": "PCA-Exercises-in-R.html",
        "text": "PCA Exercises (10 problems)"
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      {
        "href": "Cluster-Analysis-Exercises-in-R.html",
        "text": "Clustering Exercises (10 problems)"
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      {
        "href": "SEM-Exercises-in-R.html",
        "text": "SEM Exercises (8 problems)"
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      {
        "href": "A-B-Testing-Exercises-in-R.html",
        "text": "A/B Testing Exercises"
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      {
        "href": "API-Calls-Exercises-in-R.html",
        "text": "API Calls Exercises"
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      {
        "href": "ARIMA-Exercises-in-R.html",
        "text": "ARIMA Exercises"
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      {
        "href": "Apply-Family-Exercises-in-R.html",
        "text": "Apply Family Exercises"
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      {
        "href": "Bayesian-Statistics-Exercises-in-R.html",
        "text": "Bayesian Statistics Exercises"
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      {
        "href": "Clustering-Exercises-in-R.html",
        "text": "Clustering Exercises"
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      {
        "href": "Correlation-Exercises-in-R.html",
        "text": "Correlation Exercises"
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      {
        "href": "Cross-Validation-Exercises-in-R.html",
        "text": "Cross Validation Exercises"
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      {
        "href": "Data-Cleaning-Exercises-in-R.html",
        "text": "Data Cleaning Exercises"
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      {
        "href": "Data-Visualization-Exercises-in-R.html",
        "text": "Data Viz Exercises"
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        "href": "Data-Wrangling-Exercises-in-R.html",
        "text": "Data Wrangling Exercises"
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      {
        "href": "Decision-Tree-Exercises-in-R.html",
        "text": "Decision Tree Exercises"
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      {
        "href": "EDA-Exercises-in-R.html",
        "text": "EDA Exercises"
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      {
        "href": "GAM-Exercises-in-R.html",
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        "href": "Parallel-Computing-in-R-Exercises.html",
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        "href": "R-for-Healthcare-Exercises.html",
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        "href": "R-for-Marketing-Analytics-Exercises.html",
        "text": "R for Marketing Analytics"
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        "href": "R-for-Sports-Analytics-Exercises.html",
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        "href": "Spatial-Analysis-Exercises-in-R.html",
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        "text": "Survey Analysis Exercises"
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