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All Journal JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Elementa: Jurnal Pendidikan Guru Sekolah Dasar
Budi Lestari
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Education Mathematics Social Sciences

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Estimasi Fungsi Regresi Dalam Model Regresi Nonparametrik Birespon Menggunakan Estimator Smoothing Spline dan Estimator Kernel Budi Lestari
Jurnal Matematika, Statistika dan Komputasi Vol. 15 No. 2 (2019): JMSK Vol. 15, No. 2, January 2019
Publisher : Department of Mathematics, Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (461.544 KB) | DOI: 10.20956/jmsk.v15i2.5710

Abstract

Abstract Regression model of bi-respond nonparametric is a regression model which is illustrating of the connection pattern between respond variable and one or more predictor variables, where between first respond and second respond have correlation each other. In this paper, we discuss the estimating functions of regression in regression model of bi-respond nonparametric by using different two estimation techniques, namely, smoothing spline and kernel. This study showed that for using smoothing spline and kernel, the estimator function of regression which has been obtained in observation is a regression linier. In addition, both estimators that are obtained from those two techniques are systematically only different on smoothing matrices. Keywords: kernel estimator, smoothing spline estimator, regression function, bi-respond nonparametric regression model. AbstrakModel regresi nonparametrik birespon adalah suatu model regresi yang menggambarkan pola hubungan antara dua variabel respon dan satu atau beberapa variabel prediktor dimana antara respon pertama dan respon kedua berkorelasi. Dalam makalah ini dibahas estimasi fungsi regresi dalam  model regresi nonparametrik birespon menggunakan dua teknik estimasi yang berbeda, yaitu smoothing spline dan kernel. Hasil studi ini menunjukkan bahwa, baik menggunakan smoothing spline maupun menggunakan kernel, estimator fungsi regresi yang didapatkan merupakan fungsi linier dalam observasi. Selain itu, kedua estimator fungsi regresi yang didapatkan dari kedua teknik estimasi tersebut secara matematis hanya dibedakan oleh matriks penghalusnya.Kata Kunci : Estimator Kernel, Estimator Smoothing Spline, Fungsi Regresi, Model Regresi Nonparametrik Birespon.
Implementasi Model Pembelajaran PBL Berbasis HOTS Pada Pembelajaran IPA Budi Lestari
Elementa: Jurnal Pendidikan Guru Sekolah Dasar Vol 3 No 2 (2021): Periode Juli - Oktober
Publisher : Program Studi PGSD STKIP PGRI Banjarmasin

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (127.72 KB) | DOI: 10.33654/pgsd.v3i2.1446

Abstract

This paper presents how the model is Problem Based Learning (PBL)applied to the material (IPA) in grade IV Elementary School. PBL is a learning approach that uses real-world problems as a context for students to optimize students' thinking skills through a systematic group or team work process, so that students can empower, hone, test, and develop their thinking skills on an ongoing basis. The PBL learning model also provides opportunities for students to stimulate higher-order thinking. The steps of the learning model have 5 stages, namely the learning model. the PBL lesson implementation phase in the process has five phases, the first 1) The student orientation phase on the problems contained in the PBL, 2) The stage of organizing students to learn, 3) The stage of guiding individual and group investigations, 4) The stage of developing and presenting the results, and 5) The stage of analyzing and evaluating the problem solving process.
Pengaruh Pembelajaran Berbasis Proyek (Aktivitas P5) terhadap Peningkatan Keterampilan Belajar Kolaboratif Siswa Budi Lestari; Purwanto; Anggraini, Ade Eka
ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Vol 9 No 2 (2025): AUGUST
Publisher : UNIVERSITAS MUHAMMADIYAH SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/else.v9i2.23483

Abstract

Effective teaching methods are essential to facilitate students' cognitive, social, and emotional development. One of the approaches proposed in the Merdeka Curriculum is Project Based Learning (P5), which invites students to be directly involved in the learning process through real projects. The research method used is a causal quantitative method with a population of 5th grade students at SDN Karangesuki 4 with a sample size of 54 students. The data analysis technique uses a t-test with a significance level of 5%. The T-test used is a separated variant or polled variant with a calculation tool in the form of SPSS. Based on the results of the research and discussion, several conclusions can be put forward. The conclusions that will be put forward in this research are as follows. 1) There is an increase in collaboration skills between students who learn using project-based learning and students who learn using LKPD (Learner Worksheets) on the theme "Use of Used Goods" class 5 at SDN 4 Karangbesuki, Malang City. It can be seen that the post-test average for the experimental group using project-based learning was 19.058, while the post-test average for the control group was 14.117. Based on the average increase in students' collaborative learning skills, it can be concluded that the increase in students' collaborative learning skills is higher in children who use project-based learning. 2) The results of the analysis of student responses on collaborative learning skills showed that the final percentage of student responses was 81.18% which was classified as very positive. Keywords: Project Based Learning (P5); Student Learning Collaboration Skills.
Co-Authors Ade Eka Anggraini Nur Hanurawati Purwanto Sugeng Sutiarso