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Contents
Least Squares ============= This gem adds methods to the Math module to aid in calculating the Least Squares Regression Line given two arrays. Example Usage: xs = [9300, 10565, 15000, 15000, 17764, 57000, 65940, 73676, 77006, 93739, 146088, 153260,] ys = [7100, 15500, 4400, 4400, 5900, 4600, 8800, 2000, 2750, 2550, 960, 1025,] lsqr = Math.least_squares(xs,ys) puts (10_000..150_000).step(10_000).map{|n| lsqr.call(n)} Results: 7623.45990767669 7110.76951749864 6598.07912732059 6085.38873714254 5572.69834696449 5060.00795678644 4547.31756660839 4034.62717643034 3521.93678625229 3009.24639607424 2496.55600589619 1983.86561571814 1471.17522554009 958.484835362034 445.794445183983 Included methods are `#mean`, `#stdev`, `#pearson` and `#least_squares`. CHANGELOG --------- - **May.05.17**: 0.1.1 release - See {file:CHANGELOG} for changes - **May.05.10**: 0.1.0 release - See {file:CHANGELOG} for changes Copyright --------- Copyright (c) 2010 Shane Emmons. See {file:LICENSE} for details.
Version data entries
3 entries across 3 versions & 1 rubygems
Version | Path |
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least_squares-1.0.1 | README.md |
least_squares-1.0.0 | README.md |
least_squares-0.1.1 | README.md |