Heuristics Including Take the Best and Unit-Weight Linear

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Documentation for package ‘heuristica’ version 1.0.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

accuracyFromConfusionMatrix3x3	Accuracy based on a predictPair confusion matrix.
city_population	Population size of the 83 largest German cities.
city_population_original	Original, uncorrected Population size of the 83 largest German cities.
collapseConfusionMatrix3x3To2x2	Collapses a 3x3 confusion matrix to a 2x2 confusion matrix.
conditionalCueValidityComplete	Calculate conditional cue validity, which includes reversing and ranks.
confusionMatrixFor_Neg1_0_1	Confusion matrix for categories -1, 0, 1 (the output of predictPair).
correctGreater	Creates function indicating whether row1[col] > row2[col].
cueAccuracy	Calculate the accuracy of using a cue to predict a criterion.
cueValidity	Calculate the cue validity.
cueValidityAppliedToColumns	Calculate the cue validity for the cols_to_fit columns.
cueValidityComplete	Calculate cue validity with reverse, cue directions, and cue ranks.
distributeGuessAsExpectedValue	Distributes guesses of 3x3 confusion matrix to expected value of 1 and -1.
heuristics	Wrap fitted heuristics to pass to rowPairApply to call predictPair.
heuristicsList	Wrapper for fitted heuristics to generate predictions with rowPairApply.
heuristicsProb	Wrap fitted heuristics to pass to rowPairApply to call predictProb.
highschool_dropout	Chicago high school dropout rates.
logRegModel	Logistic Regression model using cue differences as predictors
minModel	Minimalist Model
oneRow	Convenience function to get one row from a matrix or data frame.
pairMatrix	Apply a function to all unique pairs of row indices up to num_row.
percentCorrect	Percent correct of heuristics' predictPair on test_data.
percentCorrectList	Percent correct of a list of heuristics' predictPair on test_data.
percentCorrectListNonSymmetric	percentCorrectList for non-symmetric heuristics
percentCorrectListReturnMatrix	Percent correct of heuristics' predictPair on test_data, returning a matrix.
predictPair	Predict which of a pair of rows has a higher criterion.
predictPairProb	Predict the probability that row1 has a higher criterion than row2.
predictPairSummary	Returns the row indices, correct answer, and predictions for all row pairs.
probGreater	Creates function for one column with correct probability row1 is greater.
regInterceptModel	Linear regression wrapper for hueristica
regModel	Linear regression (no intercept) wrapper for hueristica
reverseRowsAndReverseColumns	Reverse rows and columns of data
rowIndexes	Wrapper to output two columns, row 1 and row 2.
rowPairApply	Apply functions to all row pairs.
rowPairApplyList	Apply list of functions to all row pairs.
singleCueModel	Single Cue Model
statsFromConfusionMatrix	Accuracy, sensitivity, specificity, and precision of 2x2 confusion matrix.
ttbGreedyModel	Greedy Take The Best
ttbModel	Take The Best
unitWeightModel	Unit-weight linear model
validityWeightModel	Validity Weight Model, a linear model weighted by cue validities