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github.com/fslaborg/FSharp.Stats

statistical testing, linear algebra, machine learning, fitting and signal processing in F#
https://github.com/fslaborg/FSharp.Stats

fix tukey HSD post hoc test

2edac073b647f872734be44bc231c81a979ad109 authored over 4 years ago by bvenn <[email protected]>
add unit tests for studentized range distribution

#84

81092cdbfded3ee846996dd14baadb0c2c1bae0c authored over 4 years ago by bvenn <[email protected]>
add studentized range distribution

fecadc67b6cb1d64b2b269bd4b860ebe65505447 authored over 4 years ago by bvenn <[email protected]>
fix covariance

#83

8b7b7305e87850bcd4cd9894549923663e31fbed authored over 4 years ago by bvenn <[email protected]>
add unit tests for covariance

d90256bcbac1fba7f539021ec616eb3d70fe420c authored over 4 years ago by bvenn <[email protected]>
add covariance docu

69cf3e230dc9c560ba0c53045c34e7477b8c2f54 authored over 4 years ago by bvenn <[email protected]>
Merge pull request #82 from zieglerSe/developer

add H test
add H test documentation
fix Chi square distribution CDF & PDF
add Chi square unit...

6a9948a6d859f3d67b77665bfbba072b36232cc6 authored over 4 years ago by Benedikt Venn <[email protected]>
add unit tests chi squared

aa22745c72ffc7d9335529580c5061f70a8b1a8c authored over 4 years ago by bvenn <[email protected]>
update testing docu

b58291f93c19a0ca625db7733922b0fc52a16d80 authored over 4 years ago by bvenn <[email protected]>
move HTest to testing

fix tie if branch

6f2cf997f48da6ab1ee594e0ddf3856f77395ca2 authored over 4 years ago by bvenn <[email protected]>
#81

Adding H-Test and Documentation
&
Correction of chi-squared-distribution (PDF&CDF)

09e5fcf93f21e5d1a456ce536afe3e9d4fa5dae3 authored over 4 years ago by ZieglerSe <[email protected]>
fix chi-squared distribution

60baf52a91eb3bad4fdfb77298414c0ded5d433d authored over 4 years ago by ZieglerSe <[email protected]>
add H-test

8fc3c5f407377dc7ef7c5c319f4e5fc86dd47818 authored over 4 years ago by ZieglerSe <[email protected]>
add fishersLSD

ce00f676e7b07691f05c51e009b60ba76e5f39e7 authored over 4 years ago by bvenn <[email protected]>
add quick fdr-correction

e501b2063e256d68c19ae69a8f25f2f146587ee9 authored over 4 years ago by bvenn <[email protected]>
set FSharp.Formatting to 4.0.1

bda56b468b0553c469ca6d47fb6cde42acb7f64d authored over 4 years ago by bvenn <[email protected]>
add pseq integration procedure

622fa51cde5ffffac83700ab11954fc2d23b372a authored over 4 years ago by bvenn <[email protected]>
add outlier documentation

59f7b7231ba32729731b99e570ae1e7c7295d96c authored over 4 years ago by bvenn <[email protected]>
update testing documentation

add f test references
fix typos

71b691e7e8df928f33767b9c25b1677f5e16fd2d authored over 4 years ago by bvenn <[email protected]>
move outlier module

change output type to Interval

34565ae6a739aacd7e09f3090bdcbf3fba717b56 authored over 4 years ago by bvenn <[email protected]>
Merge pull request #80 from zieglerSe/developer

Add F-test

e7a5398abf3a5df87d49ea76765388d42cc05b0a authored over 4 years ago by Benedikt Venn <[email protected]>
update testing documentation

change function naming
add references
fix typo

d3bce137201bbd312d42cc477805ae2bc1639e78 authored over 4 years ago by Benedikt Venn <[email protected]>
update F-test

change function name from testVariancesFromData to testVariances

58dda389bd23a48e9e715da25b051ae9d5386967 authored over 4 years ago by Benedikt Venn <[email protected]>
Merge pull request #78 from CSBiology/HierarchicalClusterAggregation

Hierarchical cluster aggregation function

5b4f0763687a6253e954638863ba04c67ad92060 authored over 4 years ago by Benedikt Venn <[email protected]>
add F-Test doku

#79

ff8b03229e9ef86a2ff66fa1d22647360326049a authored over 4 years ago by ZieglerSe <[email protected]>
Update F-Test

ba5cb67801590a70e11b0f030544b793b321ee80 authored over 4 years ago by ZieglerSe <[email protected]>
add FTest module

02962581401c6139ddce07042596cd4b9e86b61e authored over 4 years ago by Aeru28 <[email protected]>
update testing docu

f0da44c071ef9313cd8d1410106ed7595529599d authored over 4 years ago by bvenn <[email protected]>
fix cumulative density function F distribution

fbacbef509a7a31a116e4fda359a6565791ddec0 authored over 4 years ago by bvenn <[email protected]>
add wavelet documentation comments

985a723647618f56d92581c8307744f006bd8b1a authored over 4 years ago by bvenn <[email protected]>
update docu

3ef54ebbddb3fba7b43e0989e8e78a209c39458b authored over 4 years ago by bvenn <[email protected]>
add a more generic hierarchicalClustering aggregation function

5d709c5338fc90126ac575e0176f14a2c7bb17f2 authored over 4 years ago by Lukas Weil <[email protected]>
add HierarchicalClustering aggregation function

ee3e485b0a3f3457123eccd917a28e1eb212547a authored over 4 years ago by Lukas Weil <[email protected]>
fix distribution documentation

23ceae216a6c209eb801a022e1afd18799923492 authored over 4 years ago by bvenn <[email protected]>
update testing documentation

2efdfa2cd7a2e293fa309ff4454ff27e59520c33 authored over 4 years ago by bvenn <[email protected]>
update growth curve documentation

a316472208fcf0ef0de02df009909e27b96638a4 authored over 4 years ago by bvenn <[email protected]>
add one sample t test

18c80ec9006d2c4dc6bd2674d74e78aa8ffa9acc authored over 4 years ago by bvenn <[email protected]>
update growth curve documentation

64f680569c9ee780ee0ab88f82b2efc46388387d authored over 4 years ago by bvenn <[email protected]>
update growth curve documentation

3f87c6f7bd8ec8e228d88a952ca763430b3cca0c authored over 4 years ago by bvenn <[email protected]>
add vonBertalanffy growth model

90e649e27e551a7e0df07f662cadd3f1bbd3b8cd authored over 4 years ago by bvenn <[email protected]>
add verhulst growth model

7d7a0bcaccc77b3dd626fcded5be09cbd853ede8 authored over 4 years ago by bvenn <[email protected]>
add morganMercerFlodin growth model

be68d8936a562e10d2d08014f5bb08ee110076ec authored over 4 years ago by bvenn <[email protected]>
add exponential growth model

b5d604ef8bad3609a757d74c88c6d9ae1868cb8a authored over 4 years ago by bvenn <[email protected]>
add janoschek growth model

5bd975e18e939648772a645abbed7c421da92de0 authored over 4 years ago by bvenn <[email protected]>
add weibull growth model

206f59d3cfe91a45c8ad8117a1fd4df8e8a8aa07 authored over 4 years ago by bvenn <[email protected]>
add richards growth model

b10068267f9c8b64362051e30885f992354becad authored over 4 years ago by bvenn <[email protected]>
label CrossValidation module as obsolete

2e49100ed222e4c024804c4be722919753beff75 authored over 4 years ago by bvenn <[email protected]>
fix integer support of pearson correlation

closes #35

c8ae5646c87ec6c2ce956585adad180958d78a4a authored over 4 years ago by bvenn <[email protected]>
add GrowthModels module

f0aa0225c8128d5d2fd60fe2f5b73c994dab23bd authored over 4 years ago by bvenn <[email protected]>
add Seq.sem (standard error of the mean)

afb3352c4c13ef7fffa7b7a3cdfc7004b451d245 authored over 4 years ago by bvenn <[email protected]>
update function naming for distribution sampling

1505d9cb68d6fdea53b9d731410993d85b2b9fc7 authored over 4 years ago by bvenn <[email protected]>
add growth curve documentation

fc771294766d85c7a94df5de0320c0e9c25207d4 authored over 4 years ago by bvenn <[email protected]>
add gompertz growth model

#63

6a6f8a6d504b5348324c5c96c76a78e89b071cec authored over 4 years ago by bvenn <[email protected]>
add confidence interval calculation

#74

b2017c0015aca533551fdfc9528db2bf20687f75 authored over 4 years ago by bvenn <[email protected]>
add silhouetteIndex from clustering result

#73
update documentation

bca8f92387569e029e33ff4d4511f588f7b261e5 authored over 4 years ago by bvenn <[email protected]>
update parameter names of normal distribution

28d06fc871b707579efe921d0bf86f2c436d968b authored over 4 years ago by bvenn <[email protected]>
fix typos

eccba0579d5f741183b7d679ae691410202e162f authored over 4 years ago by bvenn <[email protected]>
update cubic spline support

a91724695f1a1e9a803b90d6d1416f4362b5fe98 authored over 4 years ago by bvenn <[email protected]>
Merge pull request #71 from CSBiology/DistributionDistanceMetrics

Distribution distance metrics

5c0863cef9d3d2b33485fd125378599e6e877d61 authored over 4 years ago by Benedikt Venn <[email protected]>
fix docu typos

3f474159418fd536d18fbc3b947059518dc78e10 authored over 4 years ago by Benedikt Venn <[email protected]>
add UnitTests for Distributions.Distance

38d9461498d672c471677d8a729fb44fe0cbd626 authored over 4 years ago by Heinrich Weil <[email protected]>
convergence to mathematical notation

ccbc8bfe603b0a4e7ecd1a418065a2deb702d69a authored over 4 years ago by Heinrich Weil <[email protected]>
fix changes in Distributions.Distance

6447b2eff1906471ea2ecd6e456379663d3fe9f1 authored over 4 years ago by Heinrich Weil <[email protected]>
Update src/FSharp.Stats/Distributions/Distance.fs

increase readability of getCDFIndices function

Co-authored-by: Benedikt Venn <[email protected]...

7e67f148e1c0451693c3b0a34d1b422788034966 authored over 4 years ago by Lukas Weil <[email protected]>
Update src/FSharp.Stats/Distributions/Distance.fs

Small performance and readability increase

Co-authored-by: Benedikt Venn <[email protected]>

4d8243efba02d72499180d6740e0ba58725d39d4 authored over 4 years ago by Lukas Weil <[email protected]>
fix empirical distribution area normalization

closes #61

75f5262ffa08eab8c54f43683359008627afc601 authored over 4 years ago by bvenn <[email protected]>
add distribution distance documentation

b9b2eba5d90ff252c1f8838f25bc9de06accb91d authored over 4 years ago by Lukas Weil <[email protected]>
add distribution distance metrics (wasserstein distance, energy distance)

abeedd0fba02fff27e60286c0632a2d96e9c2b18 authored over 4 years ago by Lukas Weil <[email protected]>
add cooks distance docu

0d6b4e9159567fa7db94d1d06aee10c6b364e07b authored over 4 years ago by bvenn <[email protected]>
add constrained simple linear regression

16b96283bd6b4915b98d958d0e2d63eb2ff1524c authored over 4 years ago by bvenn <[email protected]>
add linear prediction at spline interpolation

78657557429b5a27451ee8c6209dee94c8a97d0a authored over 4 years ago by bvenn <[email protected]>
fix monotonic slope calculation

1043d250a8156c3070698bea5df27e06092b1ee3 authored over 4 years ago by bvenn <[email protected]>
add unconstrained spline calculation (TC)

c3e879d9fdefed1b54521609f19b4186cc5ff6ac authored over 4 years ago by bvenn <[email protected]>
fix spline interpolation outside of x-value support

8d5af8dc018e2f886ebd3805d780eff6c85f4429 authored over 4 years ago by bvenn <[email protected]>
update documentation

12e208888ece9c57ec60fb28e5190bacf86446eb authored over 4 years ago by bvenn <[email protected]>
extend x-value support for smoothing spline

#69

150d623a2925b8c5fcd8277125ad277b667571a0 authored over 4 years ago by bvenn <[email protected]>
add cross validation docu

3e885549fa51f2ff037b88763902dac76d9cc9e4 authored over 4 years ago by bvenn <[email protected]>
add shuffle and split cross validation

9b173338b78820f4383b7d52af2d6c88dd9b0744 authored over 4 years ago by bvenn <[email protected]>
add generic loocv

9366eff19d974bd37e9011ac8ae168eae7300ce3 authored over 4 years ago by bvenn <[email protected]>
add GoodnessOfFit docu

67640194d94b19272d0937b987fb657a5adb434b authored over 4 years ago by bvenn <[email protected]>
add confidence and prediction band

e547a997b5fb5588b23a9276eb277b8c688ace86 authored over 4 years ago by bvenn <[email protected]>
add getCriticalTValue to distribution module

d9eda45ba15d2af444ac915c5b096a22a3662d1d authored over 4 years ago by bvenn <[email protected]>
fix calculateSST

add calculateSSR
fix standardError calculations

b4798ae84311aec8832e3bb8bacc136ffc5101ff authored over 4 years ago by bvenn <[email protected]>
add big number support of hypergeometrix distribution

fix #65
fix #66

cf369847677683a19caef559d9d0663cee73955d authored over 4 years ago by bvenn <[email protected]>
update temporal classification docu

fe8afe0c0a361198ca7690620c17491ecea52e07 authored almost 5 years ago by bvenn <[email protected]>
modularize temporal classification

5a479e3089c19dd7f4c4222675c5b0e8b4d4ff45 authored almost 5 years ago by bvenn <[email protected]>
add tempClass. fitting with given standard deviation

6dffce7b0bdc2e70318407cba3cf6909810fc5da authored almost 5 years ago by bvenn <[email protected]>
add tempClass. xSpacing independent derivative determination

add tempClass. variable minimizer

17ce2dc8c268a0b2d0e28272f6070acfccfa7226 authored almost 5 years ago by bvenn <[email protected]>
fix #64

d6df568532f9ae0884b5d57df0e62d934a03d0e7 authored almost 5 years ago by bvenn <[email protected]>
add silhouette index docu

c7fc6261e8cf9b1248b196e7cffca12a4fb4c047 authored almost 5 years ago by bvenn <[email protected]>
add silhouette index

839297bd1bf97164717e1450867dfe72ee9a6fd9 authored almost 5 years ago by bvenn <[email protected]>
add GapStatistics docu

a7ca1afea17498278d8cd6335e2995993cf4a565 authored almost 5 years ago by bvenn <[email protected]>
improve GapStatistics performance

parallelize reference dispersion measurements

14471ea04e393386227f3f295657d8f69d636609 authored almost 5 years ago by bvenn <[email protected]>
fix random number generator bug in GapStatistics

multi threading with System.Random number generator eventually leads to zero-loop

f74f0cfeec832a0c0524e79122c233fa28cf71e0 authored almost 5 years ago by bvenn <[email protected]>
fix GapStatistics point generators

fix GapStatistics dispersion measurements

b592eb035b0518c85264e0a588142c4becc1cfea authored almost 5 years ago by bvenn <[email protected]>
bump version to 0.2.1-beta

d248bb78a73f0c67d5b557ba76de42e5765092e1 authored almost 5 years ago by bvenn <[email protected]>
add release notes for version 0.2.0

725f782bdc7af7c61260e69d569d5c21ebd5d437 authored almost 5 years ago by bvenn <[email protected]>
update license

8cbb68de365f0d4120b395b289ebe2253389c03e authored almost 5 years ago by bvenn <[email protected]>
update paket dependencies

6ab49299aea45da579bc5fb6537b913fb8b68c91 authored almost 5 years ago by bvenn <[email protected]>
update paket.template files

be6eb630963530fff064919a9e4807288f17920a authored almost 5 years ago by bvenn <[email protected]>