Course Statistik

Deskripsi Mata Kuliah

This course is designed to help students master and analyze the substance of content and processes instatistics and apply and present data from statistical tests oriented toward active, innovative, creative,effective, and adaptive learning of science and technology in the context of solving problems. The material provided includes basic concepts of statistics, sampling and population, variables, andmeasurement scales (ordinal, nominal, interval, ratio); presentation of statistical data; data reliabilityand validity; parametric statistics and nonparametric statistics; descriptive statistics: frequencydistribution, graphical presentation, central tendency, variability, normal distribution; inferential statistics: probability, sampling distribution, recommendations, z test, t-test, chi-square test; statisticaltest data using Microsoft Excel and SPSS. This course aims to provide an understanding and ability of descriptive statistical theory, measurement scale, central tendency, statistical test requirements, parametric and non-parametric statistics andstatistical analysis using SPSS. lectures are conducted by providing material, introduction to statistical applications in the form of SPSS and then practice calculating using the SPSS application. the success indicators are that students are able to map research using statistical calculations, students are able toapply statistics to research, and students can use the SPSS application properly.

CPMK

Menguasai konsep dan prosedur penelitian sehingga mampu merancang dan melaksanakan penelitian di bidang Pendidikan Nonformal secara kritis, kreatif, kolaboratif, komunikatif, melek teknologi informasi (TI), serta berintegritas dan berkarakter

Memiliki keterampilan untuk mengimplementasikan langkah-langkah pelaksanaan penelitian dalam sebuah desain penelitian.
Memiliki sikap positif untuk mengikuti pembelajaran dengan baik.

Aktifitas Pembelajaran

Pertemuan 1
Understanding the scope and use of statistics in education
Date 31 Agustus 2023
Pertemuan 2
Understanding of data measurement scales (nominal, ordinal, interval and ratio).
Date 7 September 2023
Pertemuan 3
Understanding of frequency distribution lists, graphs, diagrams
Date 14 September 2023
Pertemuan 4
Understanding the size of variation
Date 21 September 2023
Pertemuan 5
Understanding of Probability and its distribution, curves and standard normal distribution
Date 28 September 2023
Pertemuan 6
Understanding of parametric statistical test requirements
Date 5 Oktober 2023
Pertemuan 7
Understanding of parametric t-test requirements
Date 12 Oktober 2023
Pertemuan 8
Understanding of Pearson's parametric statistical requirements test for product moment correlation
Date 19 Oktober 2023
Pertemuan 9
Understanding of Pearson product moment correlation test, determination, table r
Date 26 Oktober 2023
Pertemuan 10
Understanding of the difference between two means (t-test), t-Student distribution table
Date 2 November 2023
Pertemuan 11
Understanding of simple Variance Analysis
Date 9 November 2023
Pertemuan 12
Understanding of the Kruskal Wallis Test (simple one-way ANOVA for non-parametric statistics)
Date 16 November 2023
Pertemuan 13
Understanding of the Spearman rank correlation test (rho) and sign test (T)
Date 23 November 2023

Pertemuan 14

Understanding of the Wilcoxon and Mann-Whitney Tests (difference between two means test for Nonparametric Statistics), Mann Whitney U table.

Date 30 November 2023

Pertemuan 15
Understanding of the use of ICT in analyzing statistics
Date 7 Desember 2023
Pertemuan 16
Students have a comprehensive understanding of testing in statistics
Date 14 Desember 2023