Publications by Aaron Laycock
RL threat pilot data
data script data plots load data load(file = "C:/Users/aaron/Desktop/PhD/Projects/RL_threat/RL_threat_development/RL_threat pilot/RL_behavioral_data_pilot.RData") Load packages library(rmdformats) library(tidyr) library(dplyr) library(ggplot2) library(gtools) library(psych) data script #____________________________________________________...
378 sym Python (11712 sym/13 pcs) 2 img
affect_condition_lmm
affect/condition/lmm Post hoc results load data load("C:/Users/aaron/Desktop/PhD/Projects/VRIGT_2/VRIGT2_data_analysis/VRIGT2_data/VRIGT_2_all_data.RData") Load packages library(rmdformats) library(dplyr) library(tidyr) library(lme4) library(lmerTest) library(emmeans) affect/condition/lmm Data wrangle #lmm affect all (between conditions) ...
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VRIGT2_compMod_results
ORL parameters between groups load data load("C:/Users/aaron/Desktop/PhD/Projects/VRIGT_2/VRIGT2_data_analysis/VRIGT2_computational modelling/orl_res_vrigt_2_outputs.RData") Load packages library(rmdformats) library(hBayesDM) library(ggplot2) library(dplyr) ORL parameters between groups Significant difference between threat and non-threat o...
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ANOVA
ANOVA load data load(file = "ANOVA_data.RData") Load packages library(rmdformats) ## Warning: package 'rmdformats' was built under R version 4.2.3 ANOVA information: Anova: https://www.statology.org/welchs-anova-in-r/ Bonferroni: https://www.statology.org/bonferroni-correction-in-r/ tests: FNE ANOVA_res_FNE<- oneway.test(score ~ group, data = d...
241 sym
SM_anaysis_v1
Change (mill/civilian) Correlations (Study 3) load data load(file = "JAYWICK_DATA_Q1_non_military.RData") load(file = "JAYWICK_DATA_Q1_military.RData") load(file = "JAYWICK_DATA_Q1_total.RData") Load packages library(rmdformats) #Visualization library(ggplot2) library(rmdformats) library(hrbrthemes) library(dplyr) library(tidyr) library(...
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Jaywick_q1
Data visualization Differences: LMM to look at changes in scores on questionniers between groups Correlations: Individual differences in evaluation sensitivity predict lower complexity tolerance in non military populations? Correlations: Individual differences in evaluation sensitivity predict lower complexity tolerance in military populati...
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Jaywick study change analysis
Change after training in experienced group Bayesian estimation of the posterior distribution of measures that show significant change following training Change after training (traditional and JAYWICK training) Change between JAYWICK and Traditional training Bayesian estimation of the posterior distribution of measures beween JAYWICK and Trad...
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Q2_jaywick
Change after training Bayesian estimation of the posterior distribution of measures that show significant change following training load data load("C:/Users/aaron/Desktop/PhD/Projects/JAYWICK/P_JAYWICK_PhD/Jaywick_PhD_data_analysis/Jaywick_PhD_data_analysis_question2/Jaywick_PhD_data_question2_final_analysis.RData") Load packages library(rmdfor...
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Question 2
Wilcoxon Signed-Rank Test LMMs Bayesian Estimation load data load(file = "JAYWICK_DATA_Q2_total.RData") Load packages library(tidyr) library(dplyr) library(ggplot2) library(sjPlot) library(sjmisc) library(sjlabelled) library(lmerTest) library(lme4) library(MASS) library(BEST) Wilcoxon Signed-Rank Test FNE wilcox.test(JAYWICK_DATA_Q2...
282 sym Python (3621 sym/30 pcs) 8 img 4 tbl
Outliers
msceit_perceiving msceit_using msceit_understand msceit_manage msceit_total geco_EU geco_Erec geco_EM geco_Ereg geco_total Data load(file = "Birdy_data.RData") Packages library(rmdformats) library(Routliers) library(dplyr) msceit_perceiving ##cpc CPC_msceit_perceiving <- outliers_mad(x = CPCdata$msceit_perceiving) CPC_msceit_perceiving ## Ca...
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