№ lp_2_3_38580
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Year: 2026
Topic: Statistical Analysis
Document Type: Assignment
Institution: Unknown
Author: Unknown
Target Audience: Students
Period of Validity: Not specified
Approval Date: Not specified
Date of Changes: Not specified
Context: An educational assignment focusing on statistical analysis, including One-Way ANOVA and Post-Hoc tests, with various hypothetical scenarios and data sets to analyze.
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Supplementary Figure 1: Post-hoc tests for free-water (FW) corrected fractional anisotropy (FAT) and FW values between adolescent-onset bipolar disorder with psychosis (psychotic ADO-BPD) and healthy controls (HC) on the left and between adolescent-onset schizophrenia (ADO-SCZ) and HC on the right (p<0.05, family-wise error corrected)
Year: Not specified
Region / City: Not specified
Topic: Neurological Disorders, Psychiatry, Neuroimaging
Document Type: Scientific Supplementary Figure
Organization / Institution: Not specified
Author: Not specified
Target Audience: Researchers, Clinicians
Period of Validity: Not specified
Approval Date: Not specified
Date of Changes: Not specified
Contextual Description: A scientific supplement detailing post-hoc comparisons of FAT and FW between healthy controls, adolescent-onset schizophrenia, and adolescent-onset bipolar disorder with psychosis, using neuroimaging data.
Post-hoc analysis and feature importance for classification models in MDD, SCZ, and HC participants
Year: 2026
Region: Not specified
Subject: Mental health, machine learning, psychiatric disorders
Document type: Supplementary material
Institution: Not specified
Authors: Not specified
Target audience: Researchers in psychiatry and computational modeling
Data type: Socio-demographic and experimental data
Analysis methods: ANOVA, LR, RF, XGB, MLP, stacking models, SHAP
Conditions: Major Depressive Disorder (MDD), Schizophrenia (SCZ), Healthy Controls (HC)
Variables analyzed: Reward components, reward consequences, reward magnitudes
Performance metrics: Accuracy (ACC), Area Under Curve (AUC), feature importance
Subgroup analyses: Symptom severity, medication status
Figures and tables: S1–S26, learning curves, confusion matrices, SHAP plots
Context: Supplementary research tables and figures detailing socio-demographic analyses, feature definitions, model performance, and feature importance for psychiatric disorder classification.
SAS Studio Exercise 07 One-Way ANOVA (7/5/2022)
Year: 2022
Institution: Sam M. Walton College of Business, University of Arkansas, Fayetteville
Software: SAS® Studio Release 5.2, SAS® Viya® V.03.05
Authors: Steve Nolan, Ron Freeze, Elizabeth Keiffer, Michael Gibbs, Jorge Moreda, Shubhashree Sahoo
Type: Educational exercise / tutorial
Topic: One-Way ANOVA, statistical analysis, retail sales data
Dataset: Razorback Stores
Target audience: Students and recent hires learning SAS Studio
Use case: Comparison of net sales by payment method
Date of release: 7/5/2022
Copyright: © 2018 For educational uses only
ANOVA Part 2 PRACTICE DATASET
Note: Year
Supplementary Materials on ANOVA and PERMANOVA Analysis of Fungal Biomass and Community Composition
Year: 2026
Region: Not specified
Subject: Soil fungal biomass and community composition under heating and nitrogen treatments
Document type: Supplementary material for scientific study
Institution: Not specified
Authors: Not specified
Target audience: Researchers in soil microbiology and ecology
Period of study: Not explicitly stated
Data type: Quantitative measurements of fungal biomass and diversity
Methods: PLFA, NLFA, ANOVA, PERMANOVA, Shannon diversity, richness, evenness analyses
Factors analyzed: Heating, Nitrogen, Interaction (Heating × Nitrogen)
Fungal groups: Total fungi, AMF (arbuscular mycorrhizal fungi), EMF (ectomycorrhizal fungi), Saprotrophs, Pathotrophs
Soil types: Organic horizon, Mineral horizon
Supplemental Table 1 Single factor ANOVA results of per capita Key Monitoring Drugs cost of inpatients and outpatients
Year: 2015
Region / city: N/A
Theme: Healthcare costs
Document type: Statistical analysis
Organization / institution: N/A
Author: N/A
Target audience: Healthcare professionals, researchers
Period of validity: 2015-2019
Approval date: N/A
Date of changes: N/A
Topics: 8One-Way Post-Hoc ANOVA