R: Tools for Regression Using Pre-Computed Summary Statistics

# Tools for Regression Using Pre-Computed Summary Statistics

## Documentation for package ‘pcsstools’ version 0.1.2

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

anova.pcsslm | ANOVA for linear models fit using PCSS
anova.pcsslmlist | ANOVA for linear models fit using PCSS
approx_and | Approximate a linear model for a series of logical AND statements
approx_conditional | Approximate the mean of Y conditional on X
approx_mult_prod | Approximate the covariance of a set of predictors and a product of responses
approx_or | Approximate a linear model for a series of logical OR statements
approx_prod_stats | Approximate summary statistics for a product of phenotypes and a set of predictors
approx_response_cov_recursive | Approximate the covariance of one response with an arbitrary product of responses.
calculate_lm | Calculate a linear model using PCSS
calculate_lm_combo | Calculate a linear model for a linear combination of responses
check_terms | Check that independent and dependent variables are accounted for through PCSS
extract_predictors | Extract independent variables from a formula
extract_response | Extract dependent variables from a formula as a string
get_pcor | Approximate the partial correlation of Y and Z given X
guess_response | Guess the function that is applied to a set of responses
make_permutations | List all permutations of a sequence of integers
model_and | Approximate a linear model for a series of logical AND statements using PCSS
model_combo | Model a linear combination of a set of phenotypes using PCSS
model_or | Approximate a linear model for a series of logical OR statements using PCSS
model_prcomp | Model the principal component score of a set of phenotypes using PCSS
model_product | Approximate a linear model for a product using PCSS
model_singular | Model an individual phenotype using PCSS
new_predictor | Create an object of class "predictor"
new_predictor_binary | Shortcut to create a predictor object for a binary variable
new_predictor_normal | Shortcut to create a predictor object for a continuous variable
new_predictor_snp | Shortcut to create a predictor object for a SNP's minor allele counts
pcsslm | Approximate a linear model using PCSS
pcsstools_example | Simulated example data
print.pcsslm | Print an object of class pcsslm