Package: biostatistics
What is BIOSTATSBIOSTATS is an intuitive app for statistical analysis.It is free and open-source.It works onWindows/Linux.You can perform tests with a few clickst-TestANOVAChi-Square TestRegressionYou can visualize plots with a few clicksHistogramBox PlotRegression PlotMultiple PlotBIOSTATS includes these tests:Basict-TestANOVAExact TestChi-Square TestNumericOne-Sample t-TestOne-Way ANOVABinomial TestChi-Square TestNumeric (Grouped)Two-Sample t-TestTwo-Way ANOVAFisher's Exact TestChi-Square Test (Fit)CategoricalPaired t-TestOne-Way ANCOVAMcNemar's Exact TestMcNemar's TestContingencyPairwise t-TestTwo-Way ANCOVAMantel-Haenszel TestMultivariate ANOVARepeated Measures ANOVALinear RegressionLogistic RegressionNonparametricOthersCorrelationSimple Logistic RegressionSign TestScreening TestCorrelation MatrixMultiple Logistic RegressionMedian TestEpidemiologic StudySimple Linear RegressionOrdered Logistic RegressionWilcoxon Signed-Rank TestFactor AnalysisMultiple Linear RegressionMultinomial Logistic RegressionWilcoxon Rank-Sum TestPrincipal Component AnalysisKruskal-Wallis TestLinear Discriminant AnalysisFriedman TestSpearman's Rank CorrelationBIOSTATS includes these plots:DistributionCategoricalRelationalMultipleOthersHistogramCount PlotScatter PlotUltimate PlotHeatmapDensity PlotStrip PlotLine PlotPair PlotFA PlotCumulative PlotSwarm PlotRegression PlotJoint PlotPCA Plot2D HistogramBox PlotLDA Plot2D Density PlotBoxen PlotViolin PlotBar PlotQuick StartDownloadsThe application can be downloaded from the links below:Windows:https://github.com/hikarimusic/BIOSTATS/releases/latest/download/BIOSTATS.exeLinux:https://github.com/hikarimusic/BIOSTATS/releases/latest/download/BIOSTATS(Your computer may warn you not to run BIOSTATS.exe for security concerns. Please ingore it and run it anyway. There is definitely no virus in BIOSTATS because I don't know how to write a virus :D)(It might take about 10 seconds to open the program. Please give BIOSTATS some time!)(In Linux, you may need to permit the execution bychmod +x BIOSTATSbefore running the program.)ExamplesYou can open examples fromHelp > Examples. Sample datasets will be imported, and all the options will be automatically set.Install PackageFor programmers, you can install the package from pip:pipinstallbiostatisticsThe main window can be called directly:biostatsYou can also importbiostatsand use the functions::~$python3
>>>importbiostatsasbs
>>>data=bs.dataset("one_way_anova.csv")>>>summary,result=bs.one_way_anova(data=data,variable="Length",between="Location")>>>summaryLocationCountMeanStd.Deviation95%CI:Lower95%CI:Upper1Tillamook100.0802000.0119630.0716420.0887582Newport80.0748000.0085970.0676130.0819873Petersburg70.1034430.0162090.0884520.1184344Magadan80.0780120.0129450.0671900.0888355Tvarminne60.0957000.0129620.0820980.109302
>>>resultD.F.SumSquareMeanSquareFStatisticp-valueLocation40.0045200.0011307.1210190.000281***
Residual340.0053950.000159NaNNaNNaNMoreMore information can be found on the official website.https://hikarimusic.github.io/BIOSTATS/If you have any suggestion or find any bug, please contach me. We need your help!Contact me:hikarimusic.tm@gmail.comIf you use BIOSTATS in your research, it's a good idea to cite the paper of BIOSTATS.Citation:workingReferences:McDonald, John H.Handbook of biological statistics. Vol. 2. Baltimore, MD: sparky house publishing, 2009.Mangiafico, Salvatore S. "An R companion for the handbook of biological statistics."Available: rcompanion.org/documents/RCompanionBioStatistics.pdf.(January 2016)(2015).Rosner, Bernard.Fundamentals of biostatistics. Cengage learning, 2015.Zach.Statology. 2021,www.statology.org.UCLA.Statistical Methods and Data Analytics. 2021, stats.oarc.ucla.edu.