sc_impute.m

function [X] = sc_impute(X, varargin)
% Imputation
%
% See alos: SC_TRANSFORM

p = inputParser;
defaultType = 'MAGIC';
validTypes = {'MAGIC', 'McImpute', 'SAVER'};
checkType = @(x) any(validatestring(x, validTypes));

addRequired(p, 'X', @isnumeric);
addOptional(p, 'type', defaultType, checkType)
parse(p, X, varargin{:})


switch upper(p.Results.type)
    case 'MAGIC'
        [X] = run.mt_MAGIC(X, true);
    case 'MCIMPUTE'
        [X] = run.mt_McImpute(X, true);
    case 'SAVER'
        [X] = run.r_SAVER(X);
end
end