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    title: An R Introduction to Statistics | R Tutorial

    description: An R introduction to statistics that explains basic R concepts and illustrates with statistics textbook homework exercises.

    keywords: R introduction, R tutorial, statistics with R, statistics homework

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    headers

    H1

    Support Vector Machine with GPU

    Kendall Rank Coefficient by GPU

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    Multiple Linear Regression

    Analysis of Variance

    H2

    An R Introduction to Statistics

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    H3

    An R Introduction to Statistics

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    addressanchor text
    /R Tutorial
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    /content/terms-useTerms of Use
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    /gpu-computing/svm/rpusvm-1Support Vector Machine with GPU
    /node/149fractal-09h
    /gpu-computing/svm/rpusvm-1Read more
    /gpu-computing/correlation/kendall-rank-coefficientKendall Rank Coefficient by GPU
    /node/149fractal-09h
    /node/45correlation coefficient
    /node/115non-parametric statistics
    /gpu-computing/correlation/kendall-rank-coefficientRead more
    /gpu-computing/clustering/hierarchical-cluster-analysisHierarchical Cluster Analysis
    /node/148fractal-10h
    /gpu-computing/clustering/hierarchical-cluster-analysisRead more
    /gpu-computingGPU Computing with R
    /node/142fractal-10h
    /gpu-computingRead more
    /elementary-statistics/type-2-errorsType II Error
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    /content/multiple-linear-regressionMultiple Linear Regression
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    /content/multiple-linear-regressionRead more
    /elementary-statistics/analysis-varianceAnalysis of Variance
    /node/87fractal-08h
    /elementary-statistics/analysis-varianceRead more
    /r-introductionR Introduction
    /r-introduction/basic-data-typesBasic Data Types
    /r-introduction/basic-data-types/numericNumeric
    /r-introduction/basic-data-types/integerInteger
    /r-introduction/basic-data-types/complexComplex
    /r-introduction/basic-data-types/logicalLogical
    /r-introduction/basic-data-types/characterCharacter
    /r-introduction/vectorVector
    /r-introduction/vector/combining-vectorsCombining Vectors
    /r-introduction/vector/vector-arithmeticsVector Arithmetics
    /r-introduction/vector/vector-indexVector Index
    /r-introduction/vector/numeric-index-vectorNumeric Index Vector
    /r-introduction/vector/logical-index-vectorLogical Index Vector
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    /r-introduction/matrixMatrix
    /r-introduction/matrix/matrix-constructionMatrix Construction
    /r-introduction/listList
    /r-introduction/list/named-list-membersNamed List Members
    /r-introduction/data-frameData Frame
    /r-introduction/data-frame/data-frame-column-vectorData Frame Column Vector
    /r-introduction/data-frame/data-frame-column-sliceData Frame Column Slice
    /r-introduction/data-frame/data-frame-row-sliceData Frame Row Slice
    /r-introduction/data-frame/data-importData Import
    /elementary-statisticsElementary Statistics with R
    /elementary-statistics/qualitative-dataQualitative Data
    /elementary-statistics/qualitative-data/frequency-distribution-qualitative-dataFrequency Distribution of Qualitative Data
    /elementary-statistics/qualitative-data/relative-frequency-distribution-qualitative-dataRelative Frequency Distribution of Qualitative Data
    /elementary-statistics/qualitative-data/bar-graphBar Graph
    /elementary-statistics/qualitative-data/pie-chartPie Chart
    /elementary-statistics/qualitative-data/category-statisticsCategory Statistics
    /elementary-statistics/quantitative-dataQuantitative Data
    /elementary-statistics/quantitative-data/frequency-distribution-quantitative-dataFrequency Distribution of Quantitative Data
    /elementary-statistics/quantitative-data/histogramHistogram
    /elementary-statistics/quantitative-data/relative-frequency-distribution-quantitative-dataRelative Frequency Distribution of Quantitative Data
    /elementary-statistics/quantitative-data/cumulative-frequency-distributionCumulative Frequency Distribution
    /elementary-statistics/quantitative-data/cumulative-frequency-graphCumulative Frequency Graph
    /elementary-statistics/quantitative-data/cumulative-relative-frequency-distributionCumulative Relative Frequency Distribution
    /elementary-statistics/quantitative-data/cumulative-relative-frequency-graphCumulative Relative Frequency Graph
    /elementary-statistics/quantitative-data/stem-and-leaf-plotStem-and-Leaf Plot
    /elementary-statistics/quantitative-data/scatter-plotScatter Plot
    /elementary-statistics/numerical-measuresNumerical Measures
    /elementary-statistics/numerical-measures/meanMean
    /elementary-statistics/numerical-measures/medianMedian
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    /elementary-statistics/numerical-measures/percentilePercentile
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    /elementary-statistics/numerical-measures/interquartile-rangeInterquartile Range
    /elementary-statistics/numerical-measures/box-plotBox Plot
    /elementary-statistics/numerical-measures/varianceVariance
    /elementary-statistics/numerical-measures/standard-deviationStandard Deviation
    /elementary-statistics/numerical-measures/covarianceCovariance
    /elementary-statistics/numerical-measures/correlation-coefficientCorrelation Coefficient
    /elementary-statistics/numerical-measures/momentCentral Moment
    /elementary-statistics/numerical-measures/skewnessSkewness
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    /elementary-statistics/probability-distributionsProbability Distributions
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    /elementary-statistics/probability-distributions/continuous-uniform-distributionContinuous Uniform Distribution
    /elementary-statistics/probability-distributions/exponential-distributionExponential Distribution
    /elementary-statistics/probability-distributions/normal-distributionNormal Distribution
    /elementary-statistics/probability-distributions/chi-squared-distributionChi-squared Distribution
    /elementary-statistics/probability-distributions/student-t-distributionStudent t Distribution
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    /elementary-statistics/interval-estimation/point-estimate-population-meanPoint Estimate of Population Mean
    /elementary-statistics/interval-estimation/interval-estimate-population-mean-known-varianceInterval Estimate of Population Mean with Known Variance
    /elementary-statistics/interval-estimation/interval-estimate-population-mean-unknown-varianceInterval Estimate of Population Mean with Unknown Variance
    /elementary-statistics/interval-estimation/sampling-size-population-meanSampling Size of Population Mean
    /elementary-statistics/interval-estimation/point-estimate-population-proportionPoint Estimate of Population Proportion
    /elementary-statistics/interval-estimation/interval-estimate-population-proportionInterval Estimate of Population Proportion
    /elementary-statistics/interval-estimation/sampling-size-population-proportionSampling Size of Population Proportion
    /elementary-statistics/hypothesis-testingHypothesis Testing
    /elementary-statistics/hypothesis-testing/lower-tail-test-population-mean-known-varianceLower Tail Test of Population Mean with Known Variance
    /elementary-statistics/hypothesis-testing/upper-tail-test-population-mean-known-varianceUpper Tail Test of Population Mean with Known Variance
    /elementary-statistics/hypothesis-testing/two-tailed-test-population-mean-known-varianceTwo-Tailed Test of Population Mean with Known Variance
    /elementary-statistics/hypothesis-testing/lower-tail-test-population-mean-unknown-varianceLower Tail Test of Population Mean with Unknown Variance
    /elementary-statistics/hypothesis-testing/upper-tail-test-population-mean-unknown-varianceUpper Tail Test of Population Mean with Unknown Variance
    /elementary-statistics/hypothesis-testing/two-tailed-test-population-mean-unknown-varianceTwo-Tailed Test of Population Mean with Unknown Variance
    /elementary-statistics/hypothesis-testing/lower-tail-test-population-proportionLower Tail Test of Population Proportion
    /elementary-statistics/hypothesis-testing/upper-tail-test-population-proportionUpper Tail Test of Population Proportion
    /elementary-statistics/hypothesis-testing/two-tailed-test-population-proportionTwo-Tailed Test of Population Proportion
    /elementary-statistics/type-2-errorsType II Error
    /elementary-statistics/type-2-errors/type-2-errors-lower-tail-test-population-mean-known-varianceType II Error in Lower Tail Test of Population Mean with Known Variance
    /elementary-statistics/type-2-errors/type-2-errors-upper-tail-test-population-mean-known-varianceType II Error in Upper Tail Test of Population Mean with Known Variance
    /elementary-statistics/type-2-errors/type-2-errors-two-tailed-test-population-mean-known-varianceType II Error in Two-Tailed Test of Population Mean with Known Variance
    /elementary-statistics/type-2-errors/type-2-errors-lower-tail-test-population-mean-unknown-varianceType II Error in Lower Tail Test of Population Mean with Unknown Variance
    /elementary-statistics/type-2-errors/type-2-errors-upper-tail-test-population-mean-unknown-varianceType II Error in Upper Tail Test of Population Mean with Unknown Variance
    /elementary-statistics/type-2-errors/type-2-errors-two-tailed-test-population-mean-unknown-varianceType II Error in Two-Tailed Test of Population Mean with Unknown Variance
    /elementary-statistics/inference-about-two-populationsInference About Two Populations
    /elementary-statistics/inference-about-two-populations/population-mean-between-two-matched-samplesPopulation Mean Between Two Matched Samples
    /elementary-statistics/inference-about-two-populations/population-mean-between-two-independent-samplesPopulation Mean Between Two Independent Samples
    /elementary-statistics/inference-about-two-populations/comparison-two-population-proportionsComparison of Two Population Proportions
    /elementary-statistics/goodness-fitGoodness of Fit
    /elementary-statistics/goodness-fit/multinomial-goodness-fitMultinomial Goodness of Fit
    /elementary-statistics/goodness-fit/chi-squared-test-independenceChi-squared Test of Independence
    /elementary-statistics/analysis-varianceAnalysis of Variance
    /elementary-statistics/analysis-variance/completely-randomized-designCompletely Randomized Design
    /elementary-statistics/analysis-variance/randomized-block-designRandomized Block Design
    /elementary-statistics/analysis-variance/factorial-designFactorial Design
    /elementary-statistics/non-parametric-methodsNon-parametric Methods
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    /elementary-statistics/non-parametric-methods/wilcoxon-signed-rank-testWilcoxon Signed-Rank Test
    /elementary-statistics/non-parametric-methods/mann-whitney-wilcoxon-testMann-Whitney-Wilcoxon Test
    /elementary-statistics/non-parametric-methods/kruskal-wallis-testKruskal-Wallis Test
    /content/simple-linear-regressionSimple Linear Regression
    /content/estimated-simple-regression-equationEstimated Simple Regression Equation
    /content/coefficient-determinationCoefficient of Determination
    /content/significance-test-linear-regressionSignificance Test for Linear Regression
    /content/confidence-interval-linear-regressionConfidence Interval for Linear Regression
    /content/prediction-interval-linear-regressionPrediction Interval for Linear Regression
    /content/residual-plotResidual Plot
    /content/standardized-residualStandardized Residual
    /content/normal-probability-plot-residualsNormal Probability Plot of Residuals
    /content/multiple-linear-regressionMultiple Linear Regression
    /content/estimated-multiple-regression-equationEstimated Multiple Regression Equation
    /content/multiple-coefficient-determinationMultiple Coefficient of Determination
    /content/adjusted-coefficient-determinationAdjusted Coefficient of Determination
    /content/significance-test-mlrSignificance Test for MLR
    /content/confidence-interval-mlrConfidence Interval for MLR
    /content/prediction-interval-mlrPrediction Interval for MLR
    /elementary-statistics/logistic-regressionLogistic Regression
    /elementary-statistics/logistic-regression/estimated-logistic-regression-equationEstimated Logistic Regression Equation
    /elementary-statistics/logistic-regression/significance-test-logistic-regressionSignificance Test for Logistic Regression
    /gpu-computingGPU Computing with R
    /gpu-computing/clustering/distance-matrixDistance Matrix by GPU
    /gpu-computing/clustering/hierarchical-cluster-analysisHierarchical Cluster Analysis
    /gpu-computing/correlation/kendall-rank-coefficientKendall Rank Coefficient by GPU
    /gpu-computing/svm/rpusvm-1Support Vector Machine with GPU
    /gpu-computing/rpud-installationInstalling GPU Packages
    /gpu-computing/cuda-installation/cuda4.0-fc13Installing CUDA Toolkit 4.0 on Fedora 13 Linux
    /gpu-computing/cuda-installation/cuda4.0-ubuntuInstalling CUDA Toolkit 4.0 on Ubuntu 10.10 Linux
    /gpu-computing/svm/rpusvm-1Support Vector Machine with GPU
    /gpu-computing/cuda-installation/cuda4.0-ubuntuInstalling CUDA Toolkit 4.0 on Ubuntu 10.10 Linux
    /gpu-computing/cuda-installation/cuda4.0-fc13Installing CUDA Toolkit 4.0 on Fedora 13 Linux
    /elementary-statistics/logistic-regression/estimated-logistic-regression-equationEstimated Logistic Regression Equation
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    /content/authorChi Yau
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