R codes for solved MVA exercises

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Documentation for package ‘MVAexercise’ version 1.6

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A B C F G J M N P S T U V W

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MVAexercise-package Data sets and R codes for most of the exercises in MULTIVARIATE

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annualpopu German Annual Population Data
athletic Athletic Records Data

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bac French Baccalaureat Frequencies
bank2 Bank Notes Data
bankruptcy Bankruptcy data

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carc Car Data
carmean2 Car Marks

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fertilizer Fertilizer Data
food French Food Data

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geopol Geopol Data

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journaux Journaux Data

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MVAexercise Data sets and R codes for most of the exercises in MULTIVARIATE

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nyse NYSE Returns Data

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plasma Plasma Data
pullover Classic Blue Pullovers Data

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SMS5num Five Number Summary for U.S. Cities
SMSandcurpopu Andrew's curves for population data
SMSanovapull ANOVA for pullover sales
SMSboxbank6 Boxplots for the diagonal (Variable 6) of the genuine and forged
SMSboxcar Boxplots for the mileage (Variable 14) of US, Japanese and European
SMSboxunemp Boxplots for unemployment data
SMScancarm Canonical correlation analysis for the car marks data
SMScancarm1 Canonical correlation analysis for the car marks data
SMScancarm2 Canonical correlation analysis for the car marks data
SMScanfood Canonical correlation analysis for french food data
SMScantime Canonical correlation analysis for timebudget data
SMScanus Canonical correlation analysis for the US health and US crime data set
SMScapmnyse Betas from monthly returns of six US firms
SMScartdiag CART on the diagonal data set
SMScartsq CART on an ideal data set
SMSchi2bac Chi-square test of independence
SMSclus8p Cluster analysis for the 8 points
SMSclus8pd Cluster analysis for the 8 points
SMSclusbank Cluster analysis for swiss bank notes
SMSclusbank2 Cluster analysis for swiss bank notes
SMSclusbank3 Cluster analysis for swiss bank notes
SMScluscomp Cluster analysis for US companies
SMScluscrime Cluster analysis for US crime data set
SMScluscrimechi2 Cluster analysis for US crime data set
SMSclushealth Cluster analysis for US health data set
SMSconjcars Test of the significance of the part-worths
SMSconjexmp Part-worths for sample of 3 people
SMScorrcarm Correspondence analysis for the car marks data
SMScorrcrime Correspondence analysis for the US crime data set
SMScorrfood Correspondence analysis for the French food data
SMScorrhealth Correspondence analysis for US health
SMScovbank Covariance matrix of the bank2 data set
SMSdecobank Spectral decomposition of the Swiss bank notes data
SMSdecofood Spectral decomposition of the French food data
SMSdecotime Spectral decomposition of the time budget data
SMSdenbank Kernel density estimates of the diagonal of the genuine and forged
SMSdete2pull Linear regression of pullover sales
SMSdeterpull Linear regression of pullover sales
SMSdiscbaycar Bayes discrimination rule for car data
SMSdisccar ML discrimination rule for car data
SMSdisfbank Fisher discrimination rule for 20 Swiss bank notes
SMSdisfbank2 Fisher discrimination rule for all Swiss bank notes
SMSdisfwais Fisher discrimination analysis of WAIS data set
SMSdrafcar Draftman Plot and Density Contours for carc data
SMSellipse Iso-distance ellipse
SMSeppbank EPP on bank notes data set
SMSfacenorm Flury faces for N(0,1) and N(2,1) distributed data
SMSfactbank Factor analysis of the bank notes data set
SMSfactfood Factor analysis of the French food data set
SMSfacthletic Factor analysis of the athletic records data set
SMSfactsigma Factor analysis of artifical correlation matrix
SMSfactuscrime Factor analysis of the US crime data set
SMSfactushealth Factor analysis of the US health data set
SMSfactvocab Factor analysis of the vocabulary data set
SMSgtbank Grand tour of Swiss bank notes
SMShiscar Histograms for the mileage of US, Japanese and European cars
SMShisheights Histogram of student heights
SMSjordan Jordan decomposition of an symmetric matrix
SMSlinregbank2 Linear regression of the diagonal on the remaining variables for forged
SMSlinregpull Linear regression of sales on price from the pullover data set
SMSlinregvocab Linear regression of vocabulary score in grade 11
SMSmdsbank Multidimensional scaling (MDS) for the bank notes data
SMSnmdsathlesub 2D map of athletic records using nonmetric multidimensional scaling
SMSnmdsathletic 2D map of athletic records using nonmetric multidimensional scaling
SMSnmdscarm 2D map of 4 cars based on ranks of differences using nonmetric
SMSnmdsuscrime 2D map of US crimes using nonmetric multidimensional scaling
SMSnmdsushealth Nonmetric multidimensional scaling for US health
SMSnpcacrime NPCA for the US crime data
SMSnpcageopol NPCA for the geopol data
SMSnpcasimu NPCA for the simulated data set in Exercise 9.13
SMSnpcathletic NPCA for the athletic records data
SMSpcacarm PCA for the car marks data
SMSpcahealth PCA for the US health data
SMSpcpcar Parallel coordinate plot for carc data set
SMSportfol Optimal portfolio weights using monthly returns of six US firms
SMSprofil Example of population profiles
SMSprofplasma Profile analysis of plasma data set
SMSscabank45 Scatterplot of X4 vs. X5 (upper inner frame vs. lower) of the Swiss
SMSscanorm3 Three dimensional scatterplot of normal distributed data
SMSscapopu Scatterplot for population data
SMSsimpdbank Simplicial depth of the bank notes data
SMSsimpdsimu Simplicial depth of simulated data set
SMSsir2cars Sliced inverse regression algorithm (SIR II) for dimension reduction
SMSsir2simu Sliced inverse regression algorithm (SIR II) for dimension reduction
SMSsircars Sliced inverse regression algorithm (SIR) for dimension reduction for
SMSsirsimu Sliced inverse regression algorithm (SIR) for simulated data set
SMSsiruscomp Sliced inverse regression algorithm (SIR) for dimension reduction of US
SMSsvmbankrupt SVM is used to classify bankrupt companies
SMSsvmorange SVM on the orange peel data set
SMSsvmspiral SVM on the spiral data set
SMStestcov Test of equality of given covariance matrices
SMStestcovwais Test of the equality of variance matrices in wais data set
SMStestsim Test of a linear hypothesis for simulated random sample
SMStestuscomp Test of equality of two mean vectors for the US companies data set

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timebudget Timebudget Data

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unemploy Unemployment Data
uscomp US Companies Data
uscrime US Crime Data
ushealth US Health Data

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vocabulary Vocabulary Data

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wais WAIS Data