Introduction to Multivariate Data Visualization
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Aug 24, 2022
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scatterplot-matrix
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This is a group project for MTH416A: Regression Analysis at IIT Kanpur
r prediction ozone ridge-regression rmse aic principal-components-regression shapiro-wilk vif auto-arima box-cox scree-plot scatterplot-matrix qq-plot breusch-pagan variance-decompotion-proportion alternating-conditional-expectation mallows-cp stepwise-selection multiple-time-series
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Dec 3, 2021 - R
Statistical Modelling and Data Visualization of a Climate Change Dataset (January 1984 to December 2008 ) Sourced from Kaggle
ggplot2 dplyr exploratory-data-analysis cross-validation statistical-learning data-visualization anova literature-review model-fitting multiple-linear-regression cleaning-data ggally leaps statistical-testing residual-analysis scatterplot-matrix
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Dec 9, 2024 - HTML
Dimension Reduction Techniques
javascript python html flask pca dimensionality-reduction scatter-plot d3js mds screeplot scatterplot-matrix
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Apr 14, 2020 - Python
R Shiny App to determine the factors that are most influential in patients’ survival of CHD. I created a Logistic Regression model in R using RStudio to predict the survival of CHD patients. Retrieved the data from the PHIS database using SQL & built tableau dashboards. The model predicted the survival of CHD with an AUC of over .90 and indicate…
r r-shiny goodness-of-fit roc-curve interaction-effect correlation-matrix likelihood-ratio-test false-positive-rate scatterplot-matrix roc-auc-curve r-shiny-apps lowess-fit
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Jul 27, 2022 - R
Performing common visual data analytic tasks using Python and D3.js.
pca-analysis multidimensional-scaling k-means-clustering elbow-method stratified-sampling random-sampling scree-plot scatterplot-matrix
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Jun 15, 2020 - HTML
This article demonstrates how to create a .NET MAUI scatter chart to display the dimensions and weights of balls used in various sports. Balls vary significantly across sports, each having unique sizes and weights, which can be effectively visualized using this chart.
charts scatter-plot scatter-diagram xy-chart scatterplot-matrix scatter-graph dot-plot maui-chart dotnet-maui-chart correlation-plot
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Nov 10, 2024 - C#
Interactive Data Visualization Coursework (SS-2020).
pie-chart numpy plotly histogram pandas data-visualization python3 matplotlib transformation choropleth-map median-filter boxcar line-graph plotly-dash parallel-coordinates-plot scatterplot-matrix covid-19-europe our-world-in-data paderborn-university
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Jan 16, 2024 - Python
New version of the Lheuristic package that uses `MultiAssayExperiment`class to manage expression and methylation data
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Nov 26, 2024 - R
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