Publications by Yucheng Zhang
Document
1 DATA PREPARATION 1.1 Making and check panel data format 1.1.1 Integrating panel_data() and dplyr() data("WageData") head(WageData,20)%>%print_table() ## ───────────────────────────────────────────────────────────────...
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Shuting 3 level
1 PREPARATION 1.1 Illustration for three-level data analysis Finch, W. H., Bolin, J. E., & Kelley, K. (2019: 80). Multilevel modeling using r. CRC Press. https://books.google.com/books?id=JxemDwAAQBAJ https://www.alexanderdemos.org/Mixed5.html#3_Level_Random_intercepts_model 1.2 Loading data 1.3 Primary analysis 1.3.1 ICC ## ## Hierarch...
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Gra.Medation 111214
set.wd() ## ✔ Set working directory to "G:/我的云端硬盘/R/Reflection" tempdir() ## [1] "C:\\Users\\EASONZ~1\\AppData\\Local\\Temp\\RtmpG2szHq" 1 PREPARATION 1.1 Loading Data #Week 1 data=rio::import("BWGra3.ABBA.sav")%>%as.data.table() ## Delete for making 12,11 #data=data[!(W.Day==13|W.Day==14|W.Day==15)] ## Delete for making 14,11...
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GraMediation1211
set.wd() ## ✔ Set working directory to "G:/我的云端硬盘/R/Reflection" tempdir() ## [1] "C:\\Users\\EASONZ~1\\AppData\\Local\\Temp\\Rtmpshde8J" 1 PREPARATION 1.1 Loading Data #Week 1 data=rio::import("BWGra3.ABBA.sav")%>%as.data.table() ## Delete for making 12,11 data=data[!(W.Day==13|W.Day==14|W.Day==15)] ## Delete for making 14,11 ...
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Gra.Medation1411
set.wd() ## ✔ Set working directory to "G:/我的云端硬盘/R/Reflection" tempdir() ## [1] "C:\\Users\\EASONZ~1\\AppData\\Local\\Temp\\Rtmpc5V5JN" 1 PREPARATION 1.1 Loading Data #Week 1 data=rio::import("BWGra3.ABBA.sav")%>%as.data.table() ## Delete for making 12,11 #data=data[!(W.Day==13|W.Day==14|W.Day==15)] ## Delete for making 14,11...
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Reflection3.Control
1 PREPARATION 1.1 Theoretical model 2 STUDY 1: SURVEY-BASED LONGITUDINAL DIARY STUDY 2.1 Primary analysis 2.1.1 ICC and RWG ## ## ------ Sample Size Information ------ ## ## Level 1: N = 666 observations ("WP.ObservationalLearningV") ## Level 2: K = 150 groups ("B.ID") ## ## n (group sizes) ## Min. 1.00 ## Me...
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Reflection2.ab
1 PREPARATION 1.1 Loading Data #Week 1 data.M=rio::import("BWReflect2.ABBAw1.sav")%>%as.data.table() data.M$Stability=(max(data.M$WP.SupervisoryBehavioralFeedbackV_sd, na.rm = T)-data.M$WP.SupervisoryBehavioralFeedbackV_sd) data.M$Stability.GraC=scale(data.M$Stability, center = TRUE, scale = FALSE) #Describe(data.M$Stability.GraC) #Week 2 ...
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Reflection1
1 PREPARATION 1.1 Loading Data #Week 1 data.M=rio::import("BWReflect2.ABBAw1.sav")%>%as.data.table() data.M$Stability=(max(data.M$WP.SupervisoryBehavioralFeedbackV_sd, na.rm = T)-data.M$WP.SupervisoryBehavioralFeedbackV_sd) data.M$Stability.GraC=scale(data.M$Stability, center = TRUE, scale = FALSE) #Describe(data.M$Stability.GraC) #Week 2 ...
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Document
1 DATA PREPARATION ## √ Successfully imported: 308 obs. of 185 variables ## [1] "BMDM" "creativityV" "coachingV" "pychcapitalV" "trustV" ## [6] "YG1_a" "YG2_a" "LD3" ## [1] "BMDM" "creativityV" "coachingV" ## [4] "pychcapitalV" "trustV" "YG1_a" ## [7] "Y...
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