Release Note 0.95.0

New modules and Analyses

• ESCI: Estimation Statistics with Confidence Intervals. See https://thenewstatistics.com/itns/
• Meta-Analytic SEM and SEM-Based Meta-Analysis
  (jasp-stats/jaspMetaAnalysis#281)
• The PlotBuilder (beta)
  jasp-stats/jaspDescriptives#345
• Parametric Survival Analysis
  (jasp-stats/jaspSurvival#6)
• Two new analyses in the Audit module to determine the fairness of algorithms (jasp-stats/jaspAudit#525)
• Bayesian Meta-Regression and 3lvl Meta-Analyses in Bayesian Meta-Analyses
  (jasp-stats/jaspMetaAnalysis#310)
• Mantel-Haenszel / Peto Meta-Analysis (beta)
  (jasp-stats/jaspMetaAnalysis#340)

Main new features and improvements

• New language: Serbian language.
• Now support to import R data files (.RData/.RDS) (#5841)
• Manually add/remove levels e.g. to Likert scale if levels are missing (jasp-stats/jasp-issues#2669, jasp-stats/jasp-issues#2920) (PR: #5789)
• Indicate with gradient where there is more GUI to scroll through (#5851)
• Barplots of single categorical var with many ratio vars with different colors but same color per category (jasp-stats/jasp-issues#1734)
• Filter & Compute Column: Bigger capture zones + easier point&click behaviour (jasp-stats/jasp-issues#2721)
• [Feature Request]: Valen Johnson's Bayes Factor Functions (jasp-stats/jasp-issues#2053)
• [Feature-Request]: Show variable info when hovering variables of variable lists (jasp-stats/jasp-issues#1190)
• Safer loading of JASP file and "security" mode, thanks to Sand Boxing on Windows (PR: #5821)
• Make sure to clean up broken datasets after failed load (PR: #5802)
• Monetary columns, thousands separators and locale sensitive number display (PR: #5794)
• Compute column as mean (and more) of other columns via drag & drop (jasp-stats/jasp-issues#516) (PR: #5826)
• Add crash report (PR: #5805)
• Add export option to Regression and ANOVA analyses, to save model residuals and predictions to the data sheet (jasp-stats/jaspAnova#428 and jasp-stats/jaspRegression#381)
• Speedup the loading process of JASP, both initially and in Engine/R by leveraging multithreaded processing. #5836
• Descriptive Statistics now follows the variable types as specified by the user, and provides output based on these types (scale: all output, ordinal: min/max/quartiles/valid/missing, nominal: valid/missing; jasp-stats/jaspDescriptives#363)
• Meta-Analysis: Subgroup analysis and analysis of dependent effect sizes
  (jasp-stats/jaspMetaAnalysis#298 and jasp-stats/jaspMetaAnalysis#306)
• Quality Control: Response optimizer (jasp-stats/jaspQualityControl#361) and increased flexibility in out-of-control signals (jasp-stats/jaspQualityControl#345)

Fixes

• Adding computed column makes syncing with external ODS file crash JASP (jasp-stats/jasp-issues#2817)
• [Bug]: Case sensitive help files missing on flatpak (jasp-stats/jasp-issues#3131)
• [Bug]: Could not access large file on Windows ((jasp-stats/jasp-issues#3191)
• [Bug]: JASP shows empty Page when loading specific file (jasp-stats/jasp-issues#3219)
• Fix table notes width in LaTeX (PR: #5788)
• add thousands separators only on display (PR: #5808)
• bugfix: tweaks for math expressions in jaspNotes (PR: #5782)
• [Bug]Series fixes of errors when importing Excel files (jasp-stats/jasp-issues#3074)
• bugfix: fix to add notes for figures (PR: #5790)
• [Bug]: Over translation in Japanese Environment (jasp-stats/jasp-issues#3077) (PR: jasp-stats/jaspRegression#353)
• [Bug]: Adding computed column makes syncing with external ODS file crash JASP (jasp-stats/jasp-issues#2817) (PR: #5814)
• make R Commander Window great again (PR: #5857)

Descriptives:

• [Bug]: a bug at Separate frequencies (jasp-stats/jasp-issues#3294)

TTest

• Better check on posterior samples wilcoxon tests (jasp-stats/jaspTTests#314)
• Make dv names consistent with other t-tests (PR: jasp-stats/jaspEquivalenceTTests#143)

ANOVA

• [Bug]: Custom Contrast in ANOVA sorted alphanumerically (jasp-stats/jasp-issues#3112)
• [Bug]: Custom Contrast shows old labels (jasp-stats/jasp-issues#3128)
• [Bug]: Raincloud plots run out of colors for factors with > 8 levels (jasp-stats/jasp-issues#3238)
• [Bug]: BF_M was incorrectly computed for non-uniform model priors. (jasp-stats/jaspAnova#438)

Factors

• [Bug]: EFA and PCA issues with ordinal and binary data (jasp-stats/jasp-issues#3163)

Regression

• [Bug]: Regression line gone after axis shortening (jasp-stats/jasp-issues#2807) (PR: jasp-stats/jaspRegression#384)
• [Bug]: Multinomial Logistic Regression - fix footnote footnote outlining factor levels (jasp-stats/jasp-issues#2975) (PR: jasp-stats/jaspRegression#383)
• [Bug]: Over translation in Japanese Environment (jasp-stats/jasp-issues#3077)

Audit

• Tables in the output that show monetary values now have valuta signs and the number of decimals is fixed to two (PR: jasp-stats/jaspAudit#510)
• Users can now request the expected count in the Benford’s law analysis (jasp-stats/jaspAudit#575)
• Sequential analysis plot in Bayesian evaluation analysis (jasp-stats/jaspAudit#529)

Distributions

• [Bug]: inconsistent p-value in normality test (jasp-stats/jasp-issues#3148)
• [Distributions] - ML Estimates of Normal Distribution (https://github.com/jasp-stats/INTERNAL-jasp/issues/2753)
• [Distributions] - Unclicking Maximum likehood does not remove the Estimated Parameters table when Estimates selected (https://github.com/jasp-stats/INTERNAL-jasp/issues/2754)

Machine Learning

• Scale the new prediction data with the same mean and standard deviation as the training data and deduce this automatically from the trained model (jasp-stats/jaspMachineLearning#444)
• [ML] Explain predictions does not work with new dataset in prediction (https://github.com/jasp-stats/INTERNAL-jasp/issues/2682)
• [Bug]: Fix prediction with one IV (jasp-stats/jasp-issues#3183)
• [Bug]: Machine Learning Clustering Neighborhood based - Cluster Means plot mixes up values (jasp-stats/jasp-issues#3297)
• Bug in decision boundary matrix extracted by decision tree and Neural Network classification in the Machine Learning Module (jasp-stats/jasp-issues#3335)
• [Feature Request]: Add probabilities to the predictions of the ML algorithms (jasp-stats/jasp-issues#3340)

Meta-Analysis

• [Feature Request]: Meta-analysis: Add Orwin’s Fail-Safe N (jasp-stats/jasp-issues#141)
• [Bug]: Missing Model Type (Fixed/Random) and I² in Forest Plot – Meta-Analysis (jasp-stats/jasp-issues#3216)
• Split can cause odd behavior (jasp-stats/jaspMetaAnalysis#287)
• [Bug]: interactions in meta-analysis not working (jasp-stats/jasp-issues#3205)
• [Bug]: Two meta-analysis bugs: removing intercept and publication bias missing (jasp-stats/jasp-issues#3325)
• [Bug]: Transforming effect sizes (Log odds to proportions) (jasp-stats/jasp-issues#3302)
• [Feature Request]: Orchard Plot (jasp-stats/jasp-issues#3368)
• [Feature Request]: Request for Subgroup Analysis in Meta-Analysis Module (jasp-stats/jasp-issues#3215)

Quality Control

• Time Weighted charts error (PR: jasp-stats/jaspQualityControl#347)
• Bug in number of distinct categories (jasp-stats/jasp-issues#3130, jasp-stats/jasp-issues#3306)

Reliability

• [Bug]: Unidimensional reliability function is not working and comes up with an error (jasp-stats/jasp-issues#3303) (jasp-stats/jasp-issues#3237) (jasp-stats/jasp-issues#3411)

SEM

• [Feature Request]: add warning that parameters are estimated as equal across groups (jasp-stats/jasp-issues#1279)

Summary Statistics

• Automatic update Sample Size/Successes in Bayesian A/B Test (jasp-stats/jaspSummaryStatistics#186)

Process

• [Feature Request]: Add moderated moderation index (jasp-stats/jasp-issues#3331)