"Package","Title" "A3","Accurate, Adaptable, and Accessible Error Metrics for Predictive Models" "aaSEA","Amino Acid Substitution Effect Analyser" "AATtools","Reliability and Scoring Routines for the...

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Use the .csv file to do the assignment in the template .R file that I have attached. For the video section of the assignment, I rather have it written down than recorded because I wasn't able to open the audio file that the tutor has sent from the previous assignment.


"Package","Title" "A3","Accurate, Adaptable, and Accessible Error Metrics for Predictive Models" "aaSEA","Amino Acid Substitution Effect Analyser" "AATtools","Reliability and Scoring Routines for the Approach-Avoidance Task" "ABACUS","Apps Based Activities for Communicating and Understanding Statistics" "abbyyR","Access to Abbyy Optical Character Recognition (OCR) API" "abc","Tools for Approximate Bayesian Computation (ABC)" "abc.data","Data Only: Tools for Approximate Bayesian Computation (ABC)" "ABC.RAP","Array Based CpG Region Analysis Pipeline" "abcADM","Fit Accumulated Damage Models and Estimate Reliability using ABC" "ABCanalysis","Computed ABC Analysis" "abcdeFBA","ABCDE_FBA: A-Biologist-Can-Do-Everything of Flux Balance Analysis with this package" "ABCoptim","Implementation of Artificial Bee Colony (ABC) Optimization" "ABCp2","Approximate Bayesian Computational Model for Estimating P2" "abcrf","Approximate Bayesian Computation via Random Forests" "abcrlda","Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis" "abctools","Tools for ABC Analyses" "abd","The Analysis of Biological Data" "abdiv","Alpha and Beta Diversity Measures" "abe","Augmented Backward Elimination" "abf2","Load Gap-Free Axon ABF2 Files" "ABHgenotypeR","Easy Visualization of ABH Genotypes" "abind","Combine Multidimensional Arrays" "abjutils","Useful Tools for Jurimetrical Analysis Used by the Brazilian Jurimetrics Association" "abnormality","Measure a Subject's Abnormality with Respect to a Reference Population" "abodOutlier","Angle-Based Outlier Detection" "ABPS","The Abnormal Blood Profile Score to Detect Blood Doping" "abstractr","An R-Shiny Application for Creating Visual Abstracts" "abtest","Bayesian A/B Testing" "Ac3net","Inferring Directional Conservative Causal Core Gene Networks" "ACA","Abrupt Change-Point or Aberration Detection in Point Series" "acc","Exploring Accelerometer Data" "accelerometry","Functions for Processing Accelerometer Data" "accelmissing","Missing Value Imputation for Accelerometer Data" "accept","The Acute COPD Exacerbation Prediction Tool (ACCEPT)" "AcceptanceSampling","Creation and Evaluation of Acceptance Sampling Plans" "accrual","Bayesian Accrual Prediction" "accSDA","Accelerated Sparse Discriminant Analysis" "accucor","Natural Abundance Correction of Mass Spectrometer Data" "ACD","Categorical data analysis with complete or missing responses" "ACDm","Tools for Autoregressive Conditional Duration Models" "ace2fastq","ACE File to FASTQ Converter" "acebayes","Optimal Bayesian Experimental Design using the ACE Algorithm" "aceEditor","The 'Ace' Editor as a HTML Widget" "acepack","ACE and AVAS for Selecting Multiple Regression Transformations" "ACEsearch","'ACE' Search Engine API" "ACEt","Estimation of Dynamic Heritability and Comparison of Twin Models" "acfMPeriod","Robust Estimation of the ACF from the M-Periodogram" "acid","Analysing Conditional Income Distributions" "acled.api","Automated Retrieval of ACLED Conflict Event Data" "acmeR","Implements ACME Estimator of Bird and Bat Mortality by Wind Turbines" "ACNE","Affymetrix SNP Probe-Summarization using Non-Negative Matrix Factorization" "acnr","Annotated Copy-Number Regions" "acopula","Modelling Dependence with Multivariate Archimax (or any User-Defined Continuous) Copulas" "AcousticNDLCodeR","Coding Sound Files for Use with NDL" "acp","Autoregressive Conditional Poisson" "aCRM","Convenience functions for analytical Customer Relationship Management" "acroname","Engine for Acronyms and Initialisms" "AcrossTic","A Cost-Minimal Regular Spanning Subgraph with TreeClust" "acrt","Autocorrelation Robust Testing" "acs","Download, Manipulate, and Present American Community Survey and Decennial Data from the US Census" "ACSNMineR","Gene Enrichment Analysis from ACSN Maps or GMT Files" "acss","Algorithmic Complexity for Short Strings" "acss.data","Data Only: Algorithmic Complexity of Short Strings (Computed via Coding Theorem Method)" "ACSWR","A Companion Package for the Book ""A Course in Statistics with R""" "act","Aligned Corpus Toolkit" "ACTCD","Asymptotic Classification Theory for Cognitive Diagnosis" "ActCR","Extract Circadian Rhythms Metrics from Actigraphy Data" "actel","Acoustic Telemetry Data Analysis" "ActFrag","Activity Fragmentation Metrics Extracted from Minute Level Activity Data" "activatr","Utilities for Parsing and Plotting Activities" "ActiveDriver","Finding Cancer Driver Proteins with Enriched Mutations in Post-Translational Modification Sites" "ActiveDriverWGS","A Driver Discovery Tool for Cancer Whole Genomes" "activegp","Gaussian Process Based Design and Analysis for the Active Subspace Method" "ActivePathways","Integrative Pathway Enrichment Analysis of Multivariate Omics Data" "activity","Animal Activity Statistics" "activityCounts","Generate ActiLife Counts" "activityGCMM","Circular Mixed Effect Mixture Models of Animal Activity Patterns" "ActivityIndex","Activity Index Calculation using Raw 'Accelerometry' Data" "activPAL","Advanced Processing and Chart Generation from activPAL Events Files" "actogrammr","Read in Activity Data and Plot Actograms" "actuar","Actuarial Functions and Heavy Tailed Distributions" "actuaryr","Develop Actuarial Models" "AcuityView","A Package for Displaying Visual Scenes as They May Appear to an Animal with Lower Acuity" "acumos","'Acumos' R Interface" "ada","The R Package Ada for Stochastic Boosting" "adabag","Applies Multiclass AdaBoost.M1, SAMME and Bagging" "adagio","Discrete and Global Optimization Routines" "adamethods","Archetypoid Algorithms and Anomaly Detection" "AdapEnetClass","A Class of Adaptive Elastic Net Methods for Censored Data" "AdapSamp","Adaptive Sampling Algorithms" "adapt4pv","Adaptive Approaches for Signal Detection in Pharmacovigilance" "adaptalint","Check Code Style Painlessly" "AdaptFit","Adaptive Semiparametic Regression" "AdaptFitOS","Adaptive Semiparametric Additive Regression with Simultaneous Confidence Bands and Specification Tests" "AdaptGauss","Gaussian Mixture Models (GMM)" "adaptiveGPCA","Adaptive Generalized PCA" "AdaptiveSparsity","Adaptive Sparsity Models" "adaptivetau","Tau-Leaping Stochastic Simulation" "adaptMCMC","Implementation of a Generic Adaptive Monte Carlo Markov Chain Sampler" "adaptMT","Adaptive P-Value Thresholding for Multiple Hypothesis Testing with Side Information" "ADAPTS","Automated Deconvolution Augmentation of Profiles for Tissue Specific Cells" "adaptsmoFMRI","Adaptive Smoothing of FMRI Data" "adaptTest","Adaptive two-stage tests" "AdaSampling","Adaptive Sampling for Positive Unlabeled and Label Noise Learning" "ADCT","Adaptive Design in Clinical Trials" "add2ggplot","Add to 'ggplot2'" "addhaz","Binomial and Multinomial Additive Hazard Models" "addhazard","Fit Additive Hazards Models for Survival Analysis" "addinsJoaoMelo","Addins Made of Joao Melo" "addinslist","Discover and Install Useful RStudio Addins" "addinsOutline","'RStudio' Addins for Show Outline of a R Markdown/'LaTeX' Project" "additiveDEA","Additive Data Envelopment Analysis Models" "additivityTests","Additivity Tests in the Two Way Anova with Single Sub-class Numbers" "addreg","Additive Regression for Discrete Data" "addScales","Adds Labeled Center Line and Scale Lines/Regions to Trellis Plots" "ADDT","Analysis of Accelerated Destructive Degradation Test Data" "ade4","Analysis of Ecological Data: Exploratory and Euclidean Methods in Environmental Sciences" "ade4TkGUI","'ade4' Tcl/Tk Graphical User Interface" "adegenet","Exploratory Analysis of Genetic and Genomic Data" "adegraphics","An S4 Lattice-Based Package for the Representation of Multivariate Data" "adehabitatHR","Home Range Estimation" "adehabitatHS","Analysis of Habitat Selection by Animals" "adehabitatLT","Analysis of Animal Movements" "adehabitatMA","Tools to Deal with Raster Maps" "adephylo","Exploratory Analyses for the Phylogenetic Comparative Method" "adepro","A 'shiny' Application for the (Audio-)Visualization of Adverse Event Profiles" "adept","Adaptive Empirical Pattern Transformation" "adeptdata","Accelerometry Data Sets" "AdequacyModel","Adequacy of Probabilistic Models and General Purpose Optimization" "adespatial","Multivariate Multiscale Spatial Analysis" "adfExplorer","Import from and Export to Amiga Disk Files" "ADGofTest","Anderson-Darling GoF test" "adheRenceRX","Assess Medication Adherence from Pharmaceutical Claims Data" "AdhereR","Adherence to Medications" "AdhereRViz","Interactive Visualisation of Medication Adherence Patterns" "adhoc","Calculate Ad Hoc Distance Thresholds for DNA Barcoding Identification" "adimpro","Adaptive Smoothing of Digital Images" "adiv","Analysis of Diversity" "AdjBQR","Adjusted Bayesian Quantile Regression Inference" "adjclust","Adjacency-Constrained Clustering of a Block-Diagonal Similarity Matrix" "adjustedcranlogs","Remove Automated and Repeated Downloads from 'RStudio' 'CRAN' Download Logs" "adklakedata","Adirondack Long-Term Lake Data" "adlift","An Adaptive Lifting Scheme Algorithm" "admisc","Adrian Dusa's Miscellaneous" "AdMit","Adaptive Mixture of Student-t Distributions" "admixr","An Interface for Running 'ADMIXTOOLS' Analyses" "admixturegraph","Admixture Graph Manipulation and Fitting" "ADMM","Algorithms using Alternating Direction Method of Multipliers" "admmDensestSubmatrix","Alternating Direction Method of Multipliers to Solve Dense Dubmatrix Problem" "ADMMnet","Regularized Model with Selecting the Number of Non-Zeros" "ADMMsigma","Penalized Precision Matrix Estimation via ADMM" "ADMUR","Ancient Demographic Modelling Using Radiocarbon" "adnuts","No-U-Turn MCMC Sampling for 'ADMB' Models" "adobeanalyticsr","R Client for 'Adobe Analytics' API 2.0" "adoption","Modelling Adoption Process in Marketing" "adoptr","Adaptive Optimal Two-Stage Designs in R" "ADPclust","Fast Clustering Using Adaptive Density Peak Detection" "ADPF","Use Least Squares Polynomial Regression and Statistical Testing to Improve Savitzky-Golay" "adpss","Design and Analysis of Locally or Globally Efficient Adaptive Designs" "ads","Spatial Point Patterns Analysis" "adsDataHubR","Google Ads Data Hub API Client" "ADtools","Automatic Differentiation Toolbox" "AdvancedBasketballStats","Advanced Basketball Statistics" "AdvBinomApps","Upper Clopper-Pearson Confidence Limits for Burn-in Studies under Additional Available Information" "advclust","Object Oriented Advanced Clustering" "AdvDif4","Solving 1D Advection Bi-Flux Diffusion Equation" "adventr","Interactive R Tutorials to Accompany Field (2016), ""An Adventure in Statistics""" "ADVICE","Automatic Direct Variable Selection via Interrupted Coefficient Estimation" "adwave","Wavelet Analysis of Genomic Data from Admixed Populations" "adwordsR","Access the 'Google Adwords' API" "AEDForecasting","Change Point Analysis in ARIMA Forecasting" "AEenrich","Adverse Event Enrichment Tests" "aemo","Download and Process AEMO Price and Demand Data" "AEP","Statistical Modelling for Asymmetric Exponential Power Distribution" "AER","Applied Econometrics with R" "AeRobiology","A Computational Tool for Aerobiological Data" "AF","Model-Based Estimation of Confounder-Adjusted Attributable Fractions" "afc","Generalized Discrimination Score" "afCEC","Active Function Cross-Entropy Clustering" "afex","Analysis of Factorial Experiments" "affinitymatrix","Estimation of Affinity Matrix" "affluenceIndex","Affluence Indices" "AFheritability","The Attributable Fraction (AF) Described as a Function of Disease Heritability, Prevalence and Intervention Specific Factors" "AFM","Atomic Force Microscope Image Analysis" "afmToolkit","Functions for Atomic Force Microscope Force-Distance Curves Analysis" "afpt","Tools for Modelling of Animal Flight Performance" "aftgee","Accelerated Failure Time Model with Generalized Estimating Equations" "AGD","Analysis of Growth Data" "aGE","Adaptive Set-Based Gene-Environment Interaction Test for Rare Variants" "AggregateR","Aggregate Numeric, Date and Categorical Variables" "aggregation","p-Value Aggregation Methods" "AGHmatrix","Relationship Matrices for Diploid and Autopolyploid Species" "aghq","Adaptive Gauss Hermite Quadrature for Bayesian Inference" "agop","Aggregation Operators and Preordered Sets" "AGPRIS","AGricultural PRoductivity in Space" "AGread","Read Data Files from ActiGraph Monitors" "agRee","Various Methods for Measuring Agreement" "AgreementInterval","Agreement Interval of Two Measurement Methods" "agricolae","Statistical Procedures for Agricultural Research" "agridat","Agricultural Datasets" "agriTutorial","Tutorial Analysis of Some Agricultural Experiments" "agriwater","Evapotranspiration and Energy Fluxes Spatial Analysis" "agrmt","Calculate Concentration and Dispersion in Ordered Rating Scales" "agroclim","Climatic Indices for Agriculture" "agrostab","Stability Analysis for Agricultural Research" "AGSDest","Estimation in Adaptive Group Sequential Trials" "agsemisc","Miscellaneous plotting and utility functions" "agtboost","Adaptive and Automatic Gradient Boosting Computations" "ahaz","Regularization for semiparametric additive hazards regression" "AHM","Additive Heredity Model: Method for the Mixture-of-Mixtures Experiments" "AHMbook","Functions and Data for the Book 'Applied Hierarchical Modeling in Ecology' Vols 1 and 2" "ahnr","An Implementation of the Artificial Hydrocarbon Networks" "AhoCorasickTrie","Fast Searching for Multiple Keywords in Multiple Texts" "AHPhybrid","AHP Hybrid Method" "ahpsurvey","Analytic Hierarchy Process for Survey Data" "ahptopsis2n","Hybrid Method for Multiple Criteria Decision-Making (MCDM)" "aibd","Attraction Indian Buffet Distribution" "AICcmodavg","Model Selection and Multimodel Inference Based on (Q)AIC(c)" "AID","Box-Cox Power Transformation" "aidar","Tools for Reading AIDA Files" "aif360","Help Detect and Mitigate Bias in Machine Learning Models" "AIG","Automatic Item Generator" "aimPlot","Create Pie Like Plot for Completeness" "aimsir17","Irish Weather Observing Stations Hourly Records for 2017" "aire.zmvm","Download Mexico City Pollution, Wind, and Temperature Data" "airGR","Suite of GR Hydrological Models for Precipitation-Runoff Modelling" "airGRdatassim","Ensemble-Based Data Assimilation with GR Hydrological Models" "airGRteaching","Teaching Hydrological Modelling with the GR Rainfall-Runoff Models ('Shiny' Interface Included)" "aiRly","R Wrapper for 'Airly' API" "airportr","Convenience Tools for Working with Airport Data" "airports","Data on Airports" "airqualityES","Air Quality Measurements in Spain from 2011 to 2018" "airr","AIRR Data Representation Reference Library" "AirSensor","Process and Display Data from Air Quality Sensors" "airt","Evaluation of Algorithm Collections Using Item Response Theory" "aiRthermo","Atmospheric Thermodynamics and Visualization" "ajv","Another JSON Schema Validator" "akc","Automatic Knowledge Classification" "Ake","Associated Kernel Estimations" "akiFlagger","Flags Acute Kidney Injury (AKI)" "akima","Interpolation of Irregularly and Regularly Spaced Data" "akmbiclust","Alternating K-Means Biclustering" "akmeans","Adaptive Kmeans algorithm based on threshold" "akmedoids","Anchored Kmedoids for Longitudinal Data Clustering" "ALA4R","Atlas of Living Australia (ALA) Data and Resources in R" "alabama","Constrained Nonlinear Optimization" "alakazam","Immunoglobulin Clonal Lineage and Diversity Analysis" "ALassoSurvIC","Adaptive Lasso for the Cox Regression with Interval Censored and Possibly Left Truncated Data" "albatross","PARAFAC Analysis of Fluorescence Excitation-Emission Matrices" "albopictus","Age-Structured Population Dynamics Model" "ald","The Asymmetric Laplace Distribution" "ALDqr","Quantile Regression Using Asymmetric Laplace Distribution" "ALEPlot","Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots" "aLFQ","Estimating Absolute Protein Quantities from Label-Free LC-MS/MS Proteomics Data" "alfr","Connectivity to 'Alfresco' Content Management Repositories" "alfred","Downloading Time Series from ALFRED Database for Various Vintages" "algaeClassify","Determine Phytoplankton Functional Groups Based on Functional Traits" "AlgDesign","Algorithmic Experimental Design" "AlgebraicHaploPackage","Haplotype Two Snips Out of a Paired Group of Patients" "algo","Implement an Address Search Auto Completion Menu on 'Shiny' Text Inputs Using the 'Algolia Places' 'Javascript' Library" "algorithmia","Allows you to Easily Interact with the Algorithmia Platform" "aliases2entrez","Converts Human gene symbols to entrez IDs" "alignfigR","Visualizing Multiple Sequence Alignments with 'ggplot2'" "alineR","Alignment of Phonetic Sequences Using the 'ALINE' Algorithm" "allcontributors","Acknowledge all Contributors to a Project" "alleHap","Allele Imputation and Haplotype Reconstruction from Pedigree Databases" "allelematch","Identifying
Answered 9 days AfterApr 21, 2021

Answer To: "Package","Title" "A3","Accurate, Adaptable, and Accessible Error Metrics for Predictive Models"...

Archit answered on May 01 2021
159 Votes
In this application we will first select the case of the initial letter of the package name i.e. lower, upper or both. Depending on our selection we can display the bar chart and the histogram for the selected case. We can also select more filtering options if we want to see specific package names which contain numbers or dots. For this we can use the drop-down functionality provided....
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