Bumham RSA Uživatelský manuál

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Package ‘RSA
March 23, 2015
Encoding UTF-8
Type Package
Title Response Surface Analysis
Version 0.9.8
Date 2015-03-23
Author Felix Schönbrodt
Maintainer Felix Schönbrodt <[email protected]>
Description Advanced response surface analysis. The main function RSA computes
and compares several nested polynomial regression models (full polynomial,
shifted and rotated squared differences, rising ridge surfaces, basic
squared differences). The package provides plotting functions for 3d
wireframe surfaces, interactive 3d plots, and contour plots. Calculates
many surface parameters (a1 to a4, principal axes, stationary point,
eigenvalues) and provides standard, robust, or bootstrapped standard errors
and confidence intervals for them.
Suggests fields, SDMTools, rgl, qgraph, AICcmodavg
Depends R (>= 2.15.0), lavaan (>= 0.5.11), ggplot2, lattice, tkrplot,
tcltk
Imports plyr, RColorBrewer, aplpack
License GPL (>= 2)
NeedsCompilation no
Repository CRAN
Date/Publication 2015-03-23 10:49:45
R topics documented:
aictab . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
compare . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
compare2 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
confint.RSA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
demoRSA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6
1
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Shrnutí obsahu

Strany 1 - Package ‘RSA’

Package ‘RSA’March 23, 2015Encoding UTF-8Type PackageTitle Response Surface AnalysisVersion 0.9.8Date 2015-03-23Author Felix SchönbrodtMaintainer Feli

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10 motconSee AlsoRSA, compareExamples## Not run:data(motcon)r.m <- RSA(postVA~ePow*iPow, motcon)c1 <- compare(r.m)modeltree(c1)## End(Not run)mo

Strany 3 - ## End(Not run)

motcon2 11motcon2 Another data set on motive congruence.DescriptionA dataset containing the explicit intimacy motive, implicit affiliation/intimacy mot

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12 movieRSAArgumentsname Name for the subfolder containing all still pictures, and for the final movie file.frames A list of lists: Each list contains p

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plotRSA 13plotRSA Plots a response surface of a polynomial equation of second degreeDescriptionPlots an RSA object, or a response surface with specifie

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14 plotRSAmodel If x is an RSA object: from which model should the response surface be com-puted?xlim Limits of the x axisylim Limits of the y axiszli

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plotRSA 15• data: Data frame which contains the coordinates of the raw data points.First column = x, second = y, third = z. This data frame is automat

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16 plotRSApal.range Should the color range be scaled to the box (pal.range = "box", default), orto the min and max of the surface (pal.range

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residuals.RSA 17df <- data.frame(x, y)df <- within(df, {diff <- x-yabsdiff <- abs(x-y)SD <- (x-y)^2z.diff <- diff + rnorm(n, 0, err)

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18 RSAArgumentsformula A formula in the form z ~ x*y, specifying the variable names used from thedata frame, where z is the name of the response varia

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RSA 19the other variables are modeled. WARNING: This feature is not implementedyet!DetailsEven if the main variables of the model are normally distirb

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2 aictabfitted.RSA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8getPar . . . . . . . . . . . . . . . . . . . .

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20 RSA.STr.m <- RSA(postVA~ePow*iPow, motcon)# Get boostrapped CIs with 10 bootstrap samples (usually this should be set to 5000 or higher),# only

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RSA.ST 21df Degrees of freedom for the calculation of a1 to a4 confidence intervals. The dfare the residual dfs of the model (df = n - estimated parame

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22 RSA.STSD <- (x-y)^2z.diff <- diff + rnorm(n, 0, err)z.abs <- absdiff + rnorm(n, 0, err)z.sq <- SD + rnorm(n, 0, err)z.add <- diff +

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Index∗Topic datasetsmotcon, 10motcon2, 11aictab, 2, 2colorRampPalette, 15compare, 3, 9, 10, 19compare2, 4confint (confint.RSA), 4confint.RSA, 4, 18, 1

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compare 3AICcWt The Akaike weights, also termed "model probabilities" by Burnham and Anderson (2002).Indicates the level of support (i.e., w

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4 confint.RSAcompare2 Compare two specific RSA modelsDescriptionCompare several fit indexes of two models computed from the RSA functionUsagecompare2(x,

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confint.RSA 5Argumentsobject An RSA objectparm Not used.level The confidence level required... Additional parameters passed to the bootstrapLavaan func

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6 demoRSAdemoRSA Plots a response surface of a polynomial equation of second degreewith interactive controlsDescriptionPlots an RSA object, or a respo

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demoRSA 7points A list of parameters which define the appearance of the raw scatter points: show= TRUE: Should the original data points be overplotted?

Strany 22 - 22 RSA.ST

8 getPardemoRSA(r1, points=TRUE, model="SQD")## End(Not run)fitted.RSA Return fitted values of a RSA modelDescriptionReturn fitted values of a

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modeltree 9See AlsoRSAExamplesset.seed(0xBEEF)n <- 300err <- 2x <- rnorm(n, 0, 5)y <- rnorm(n, 0, 5)df <- data.frame(x, y)df <- with

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