176 lines
9.9 KiB
Plaintext
176 lines
9.9 KiB
Plaintext
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Functions:
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=========
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Null Null Spaces of Matrices
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addterm Try All One-Term Additions to a Model
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anova.negbin Likelihood Ratio Tests for Negative Binomial GLMs
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area Adaptive Numerical Integration
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bandwidth.nrd Bandwidth for density() via Normal Reference
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Distribution
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bcv Biased Cross-Validation for Bandwidth Selection
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boxcox Box-Cox Transformations for Linear Models
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con2tr Convert Lists to Data Frames for use by lattice
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confint-MASS Confidence Intervals for Model Parameters
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contr.sdif Successive Differences Contrast Coding
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corresp Simple Correspondence Analysis
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cov.rob Resistant Estimation of Multivariate Location and
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Scatter
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cov.trob Covariance Estimation for Multivariate t Distribution
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denumerate Transform an Allowable Formula for 'loglm'
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into one for 'terms'
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dose.p Predict Doses for Binomial Assay model
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dropterm Try All One-Term Deletions from a Model
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eqscplot Plots with Geometrically Equal Scales
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fitdistr Maximum-likelihood Fitting of Univariate Distributions
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fractions Rational Approximation
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gamma.dispersion Calculate the MLE of the Gamma Dispersion Parameter
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in a GLM Fit
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gamma.shape Estimate the Shape Parameter of the Gamma Distribution
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in a GLM Fit
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ginv Generalized Inverse of a Matrix
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glm.convert Change a Negative Binomial fit to a GLM fit
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glm.nb Fit a Negative Binomial Generalized Linear Model
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glmmPQL Fit Generalized Linear Mixed Models via PQL
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hist.scott Plot a Histogram with Automatic Bin Width Selection
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huber Huber M-estimator of Location with MAD Scale
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hubers Huber Proposal 2 Robust Estimator of Location
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and/or Scale
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isoMDS Kruskal's Non-metric Multidimensional Scaling
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kde2d Two-Dimensional Kernel Density Estimation
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lda Linear Discriminant Analysis
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ldahist Histograms or Density Plots of Multiple Groups
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lm.gls Fit Linear Models by Generalized Least Squares
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lm.ridge Ridge Regression
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loglm Fit Log-Linear Models by Iterative
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Proportional Scaling
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logtrans Estimate log Transformation Parameter
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lqs Resistant Regression
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mca Multiple Correspondence Analysis
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mvrnorm Simulate from a Multivariate Normal Distribution
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negative.binomial Family function for Negative Binomial GLMs
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newcomb Newcomb's Measurements of the Passage Time of Light
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pairs.lda Produce Pairwise Scatterplots from an 'lda' Fit
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parcoord Parallel Coordinates Plot
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plot.lda Plot Method for Class 'lda'
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plot.mca Plot Method for Objects of Class 'mca'
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polr Proportional Odds Logistic Regression
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predict.lda Classify Multivariate Observations by Linear
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Discrimination
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predict.lqs Predict from an lqs Fit
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predict.mca Predict Method for Class 'mca'
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predict.qda Classify from Quadratic Discriminant Analysis
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profile.glm Method for Profiling glm Objects
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qda Quadratic Discriminant Analysis
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rational Rational Approximation
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renumerate Convert a Formula Transformed by 'denumerate'
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rlm Robust Fitting of Linear Models
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rms.curv Relative Curvature Measures for Non-Linear Regression
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rnegbin Simulate Negative Binomial Variates
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sammon Sammon's Non-Linear Mapping
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stdres Extract Standardized Residuals from a Linear Model
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stepAIC Choose a model by AIC in a Stepwise Algorithm
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studres Extract Studentized Residuals from a Linear Model
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summary.loglm Summary Method Function for Objects of Class 'loglm'
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summary.negbin Summary Method Function for Objects of Class 'negbin'
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summary.rlm Summary Method for Robust Linear Models
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theta.md Estimate theta of the Negative Binomial by Deviance
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theta.ml Estimate theta of the Negative Binomial by Maximum
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Likelihood
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theta.mm Estimate theta of the Negative Binomial by Moments
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truehist Plot a Histogram
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ucv Unbiased Cross-Validation for Bandwidth Selection
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width.SJ Bandwidth Selection by Pilot Estimation of Derivatives
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write.matrix Write a Matrix or Data Frame
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Datasets:
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========
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Aids2 Australian AIDS Survival Data
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Animals Brain and Body Weights for 28 Species
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Boston Housing Values in Suburbs of Boston
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Cars93 Data from 93 Cars on Sale in the USA in 1993
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Cushings Diagnostic Tests on Patients with Cushing's Syndrome
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DDT DDT in Kale
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GAGurine Level of GAG in Urine of Children
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Insurance Numbers of Car Insurance claims
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Melanoma Survival from Malignant Melanoma
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OME Tests of Auditory Perception in Children with OME
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Pima.tr Diabetes in Pima Indian Women
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Rabbit Blood Pressure in Rabbits
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Rubber Accelerated Testing of Tyre Rubber
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SP500 Returns of the Standard and Poors 500
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Sitka Growth Curves for Sitka Spruce Trees in 1988
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Sitka89 Growth Curves for Sitka Spruce Trees in 1989
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Skye AFM Compositions of Aphyric Skye Lavas
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Traffic Effect of Swedish Speed Limits on Accidents
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UScereal Nutritional and Marketing Information on US Cereals
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UScrime The Effect of Punishment Regimes on Crime Rates
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VA Veteran's Administration Lung Cancer Trial
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abbey Determinations of Nickel Content
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accdeaths Accidental Deaths in the US 1973-1978
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anorexia Anorexia Data on Weight Change
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bacteria Presence of Bacteria after Drug Treatments
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beav1 Body Temperature Series of Beaver 1
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beav2 Body Temperature Series of Beaver 2
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biopsy Biopsy Data on Breast Cancer Patients
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birthwt Risk Factors Associated with Low Infant Birth Weight
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cabbages Data from a cabbage field trial
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caith Colours of Eyes and Hair of People in Caithness
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cats Anatomical Data from Domestic Cats
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cement Heat Evolved by Setting Cements
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chem Copper in Wholemeal Flour
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coop Co-operative Trial in Analytical Chemistry
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cpus Performance of Computer CPUs
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crabs Morphological Measurements on Leptograpsus Crabs
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deaths Monthly Deaths from Lung Diseases in the UK
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drivers Deaths of Car Drivers in Great Britain 1969-84
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eagles Foraging Ecology of Bald Eagles
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epil Seizure Counts for Epileptics
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farms Ecological Factors in Farm Management
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fgl Measurements of Forensic Glass Fragments
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forbes Forbes' Data on Boiling Points in the Alps
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galaxies Velocities for 82 Galaxies
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gehan Remission Times of Leukaemia Patients
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genotype Rat Genotype Data
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geyser Old Faithful Geyser Data
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gilgais Line Transect of Soil in Gilgai Territory
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hills Record Times in Scottish Hill Races
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housing Frequency Table from a Copenhagen Housing Conditions
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Survey
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immer Yields from a Barley Field Trial
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leuk Survival Times and White Blood Counts for
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Leukaemia Patients
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mammals Brain and Body Weights for 62 Species of Land Mammals
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mcycle Data from a Simulated Motorcycle Accident
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menarche Age of Menarche in Warsaw
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michelson Michelson's Speed of Light Data
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minn38 Minnesota High School Graduates of 1938
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motors Accelerated Life Testing of Motorettes
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muscle Effect of Calcium Chloride on Muscle Contraction
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in Rat Hearts
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newcomb Newcomb's Measurements of the Passage Time of Light
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nlschools Eighth-Grade Pupils in the Netherlands
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npk Classical N, P, K Factorial Experiment
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npr1 US Naval Petroleum Reserve No. 1 data
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oats Data from an Oats Field Trial
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painters The Painter's Data of de Piles
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petrol N. L. Prater's Petrol Refinery Data
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phones Belgium Phone Calls 1950-1973
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quine Absenteeism from School in Rural New South Wales
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road Road Accident Deaths in US States
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rotifer Numbers of Rotifers by Fluid Density
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ships Ships Damage Data
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shoes Shoe wear data of Box, Hunter and Hunter
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shrimp Percentage of Shrimp in Shrimp Cocktail
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shuttle Space Shuttle Autolander Problem
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snails Snail Mortality Data
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steam The Saturated Steam Pressure Data
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stormer The Stormer Viscometer Data
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survey Student Survey Data
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synth.tr Synthetic Classification Problem
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topo Spatial Topographic Data
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waders Counts of Waders at 15 Sites in South Africa
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whiteside House Insulation: Whiteside's Data
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wtloss Weight Loss Data from an Obese Patient
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