DATA & STATISTICAL TUTORIALS

Directory Pengumpulan dan Sumber Data

Directory Persiapan Penelitian

  • Menentukan Topik Penelitian
  • Membuat Rumusan Masalah
  • Tinjauan Teoritis
  • Model Konseptual dan Hipotesis
  • Sumber Data Sekunder dan Primer
  • Desain Kuesioner
  • Ujicoba Kuesioner
  • Menangani Respon Kosong pada Kuesioner
  • Penelitian Pendahuluan

Directory Uji Data dan Asumsi

  • Jenis dan Tipe Data
  • Skala dan Pengukuran
  • Normalitas
  • Multikolinieritas
  • Heterokedastisitas
  • Linieritas
  • Teori : Content Validity (Validitas Isi)
  • Teori : Criterion Validity (Validitas Kriteria)
  • Teori : Construct Validity (Validitas Konsep)
  • Teori : Reliabilitas (Instrument reliability)
  • Analisis Item : Korelasi Item Total
  • Uji Validitas
  • Uji Reliabilitas Skor

Directory Statistics Testing

  • ANOVA
  • ANACOVA
  • Baron & Kenny’s Procedures (Mediational Hypotheses)
  • Binominal Test
  • Chi-Square Goodness of Fit Test
  • Chi-Square Test of Independence
  • Cluster Analysis
  • Cohran Q Test
  • Completely Randomize Design (CRD)
  • Confirmatory Factor Analysis
  • Correlation (Pearson, Kendall, Spearman)
  • Discriminant Analysis
  • Exploratory Factor Analysis
  • Factor Analysis
  • Factorial Design
  • Friedman Test (test for > 2 related samples)
  • Independent Sample t test
  • Kendall’s Tau and Spearman’s Rank Correlation Coefficient
  • Kendall’s W
  • Kolmogorov-Smirnov One-Sample Test
  • Kolmogorov-Smirnov Two-Sample Test
  • Kruskal-Wallis Test
  • Logistic Regression
  • Mann-Whitney U Test
  • MANOVA
  • McNemar’s Change Test
  • Median Test
  • Moderator Variable
  • Multiple Regression (Regresi Ganda)
  • Multivariate Analysis of Covariance (MANCOVA)
  • Multivariate GLM, MANOVA, and MANCOVA
  • Nonlinear Regression
  • One Sample T Test
  • Ordinal Regression
  • Paired Sample T-Test
  • Partial Correlation
  • Path Analysis
  • Pearson’s Correlation
  • Principal Component Analysis (PCA)
  • Randomized Complete Block Design (RCBD)
  • Regression
  • Reliability Analysis
  • Repeated Measure ANOVA
  • Run Test of Randomness
  • Sign Test
  • Simple Regression (Regresi Sederhana)
  • Structural Equation Modeling
  • Time Series Analysis
  • The One-Sample Runs Test of Randomness
  • The Crammer Coefficient C
  • The Kappa Statistic K
  • The Phi Cofficient for 2×2 Table
  • Two-Stage Least Squares (2SLS) Regression Analysis
  • Validity and Reliability
  • Wald Wolfowitz Run Test
  • Wilcoxon-Mann Whitney Test
  • Wilcoxon Signed Rank Test

Directory Tutorial SPSS

Directory Tutorial EVIES

Directory Tutorial LISREL

  • Konsep Dasar SEM
  • Tahapan dalam Prosedur SEM
  • Identifikasi Model
  • Kriteria Goodness of Fit
  • Jenis SEM
  • Strategi Pemodelan SEM
  • Options pada LISREL
  • Screening Data dan Normalitas data
  • Model Pengukuran Confirmatory Factor Analysis
  • Confirmatory Factor Analysis Contoh Kasus 1
  • Confirmatory Factor Analysis Contoh Kasus 2
  • Second Order Confirmation Factor
  • Path Analysis dengan LISREL
  • SEM Full Model
  • SEM ordinal
  • SEM pada data yang tidak Normal

Directory Sofware Statistic

  • AMOS
  • EVIEWS
  • LISREL
  • SMART PLS
  • SPSS
  • SAS
  • STATA
  • SYSTAT
  • TETRAD

 

Buku Rujukan Materi Tutorial :

  • Barbara M. Byrne. (2010). Structural Equation  Modeling with AMOS. Basic Concepts, Applications, and Programming Second. Ed. Taylor and Francis Group, LLC
  • Ghozali, Imam. (2006). Statistik Non-parametrik. Semarang : BP-UNDIP.
  • Ghozali, Imam., (2008), Model Persamaan: Konsep dan Aplikasi dengan Program AMOS 16 Semarang: Badan Penerbit UNDIP
  • Ghozali, Imam, and Fuad, (2008), Structural Equation Modeling: Teori, Konsep dan Aplikasi Dengan Program Lisrel 8.0, Semarang: Badan Penerbit UNDIP
  • Ghozali, Imam., (2006). Structural Equation Modeling Metode Alternatif dengan Partial Least Square. Semarang: Badan Penerbit UNDIP
  • Ghozali, Imam. (2011). Aplikasi Analisis Multivariate Dengan Program SPSS. Semarang : BP Universitas Diponegoro
  • Gudono, (2011). Analisis Data Multivariate. Yogyakarta : BPFE
  • Gujarati, Damodar. (2006). Dasar-Dasar Ekonometrika.Jakarta: Erlangga.
  • Gujarati dan Porter. (2012). Dasar-Dasar Ekonometrika. Jakarta : Salemba Empat
  • Hair, dkk. (2006). Multivariate Data Analysis. Sixth Edition. New Jersey : Pearson Education
  • Kusnendi. 2008. Model-Model Persamaan Struktural. Satu dan Multigroup Sampel dengan Lisrel. Bandung Albeta.
  • Malhotra K. Naresh. (1993). Marketing Research An Applied Orientation, second edition, Prentice Hall International Inc, New Jersey
  • Maruyama, G.M. (1998). Basic of Structural Equation Modeling. CA : SAGE Publications
  • Nunnaly, J.C & Bernstein, I.H. (1994). Psychometric Theory. McGraw- Hill, Inc
  • Rosadi. D. (2012). Ekonometrika & Analisis Runtun Waktu Terapan. Yogyakarta : Andi
  • Setyo Hari Wijanto. (2008). Structural Equation Modeling dengan LISREL 8.8. Yogyakarta : Graha Ilmu
  • Schumacker, R.E., Lomax, R.G.  (2010). A beginner’s guide to structural equation modeling.  Taylor and Francis Group, LLC
  • Widarjono, Agus. (2007). Ekonometrika Teori dan Aplikasi untuk Ekonomi dan Bisnis. Ekonisia. Yogyakarta

+paper pendukung lainnya