Uji Park Dan Uji Breusch Pagan Godfrey Dalam Pendeteksian Heteroskedastisitas Pada Analisis Regresi

Andriani, Siska

doi:10.24042/ajpm.v8i1.1014

Cited by 10 publications

(11 citation statements)

References 8 publications

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“…Then it must fail to reject so that the assumption test is met. A heteroscedasticity test is carried out to test whether the regression model has an inequality or similarity of residual variance from one observation to another observation [3]. The method used to test heteroscedasticity is the Breusch Pagan test.…”

Section: Assumption Testmentioning

confidence: 99%

Comparison of M Estimation, S Estimation, with MM Estimation to Get the Best Estimation of Robust Regression in Criminal Cases in Indonesia

Singgih

Fauzan

2022

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Crime incidents that occurred in Indonesia in 2019 based on Survey Based Data on criminal data sourced from the National Socio-Economic Survey and Village Potential Data Collection produced by the Central Statistics Agency recorded 269,324 cases. The high crime rate is caused by several factors, including poverty and population density. Determination of the most influential factors in criminal acts in Indonesia can be done with Regression Analysis. One method of Regression Analysis that is very commonly used is the Least Square Method. However, Regression Analysis can be used if the assumption test is met. If outliers are found, then the assumption test is not completed. The outlier problem can be overcome by using a robust estimation method. This study aims to determine the best estimation method between Maximum Likelihood Type (M) estimation, Scale (S) estimation, and Method of Moment (MM) estimation on Robust Regression. The best estimate of Robust Regression is the smallest Residual Standard Error (RSE) value and the largest Adjusted R-square. The analysis of case studies of criminal acts in Indonesia in 2019 showed that the best estimate was the S estimate with an RSE value of 4226 and an Adjusted R-square of 0.98

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Section: Assumption Testmentioning

confidence: 99%

Comparison of M Estimation, S Estimation, with MM Estimation to Get the Best Estimation of Robust Regression in Criminal Cases in Indonesia

Singgih

Fauzan

2022

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“…Hasil uji autokorelasi menggunakan uji Breusch-Godfrey Serial Correlation LM Test menunjukkan nilai p dari nilai Obs*Rsquared = 0,4433 dimana > 0,05 sehingga terima H0 atau yang berarti tidak ada masalah autokorelasi serial (Andriani, 2017).…”

Section: Uji Autokorelasiunclassified

Pengaruh Kenaikan Harga Cabai Rawit dan Bawang Merah Terhadap Inflasi di Kota Palu Pasca Bencana

2022

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Penelitian ini bertujuan untuk mengetahui besaran pengaruh yang dihasilkan oleh kenaikan harga cabai rawit dan bawang merah terhadap inflasi di Kota Palu pasca bencana alam 28 September 2018. Pemilihan lokasi Penelitian dilakukan secara sengaja (purposive) yakni di Kota Palu, Provinsi Sulawesi Tengah dengan pertimbangan bahwa Kota Palu merupakan Ibu Kota dari Provinsi Sulawesi Tengah yang terdampak parah akibat bencana alam yang terjadi pada tahun 2018. Penelitian ini dilaksanakan pada bulan April hingga Juli 2020. Metode penelitian yang dilakukan dalam penelitian ini adalah metode survei. Pengambilan data menggunakan metode judgement sampling. Judgement sampling yaitu pengambilan sampel dari informasi yang relevan dan tersedia dari sumber-sumber tertentu serta mencari informasi dari para stakeholder. Jenis data yang digunakan dalam penelitian ini adalah data kuantitatif. Sumber data yang digunakan dalam penelitian ini adalah data sekunder yaitu data yang diperoleh dari instansi atau dinas-dinas terkait seperti Dinas Tanaman Pangan dan Hortikultura Kota Palu, Dinas Perdagangan dan Perindustrian Kota Palu, serta Badan Pusat Statistik Kota Palu. Analisis Data dalam penelitian ini menunjukan bahwa adanya pengaruh dari perubahan harga cabai rawit dan bawang merah terhadap inflasi di Kota Palu Pasca Gempa.

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“…In addition, the normality test can be carried out with one sample Kolmogorov-Smirnov as evidenced by a significance value of > 0.05 . (Andriani, 2017) . According to (Andriani, 2017) , the glejser test is one way to detect the presence or absence of heteroscedasticity in a regression, where the glejser test proposes to regress the absolute residual value of the independent variable.…”

Section: B) Reality Testmentioning

confidence: 99%

“…(Andriani, 2017) . According to (Andriani, 2017) , the glejser test is one way to detect the presence or absence of heteroscedasticity in a regression, where the glejser test proposes to regress the absolute residual value of the independent variable. To detect the presence or absence of heteroscedasticity, it can be done by looking at the presence or absence of certain patterns on the scatterplot graph between SRESID and ZPRED.…”

Section: B) Reality Testmentioning

confidence: 99%

The Effect of Self Organized Learning Environments (SOLE) Approach on Student's Learning Motivation and Achievement in History Lessons

Satriani¹,

Umar²,

Fahlia³

2022

J. Prisma. Sains

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Crisis education going on Indonesian people now this cause worries, especially for parents and party schools that have trusted as institution education. When Indonesia was hit by the covid pandemic – 19 in the middle March 2020, students study from distance far away (PJJ), and this PJJ the more add crisis education in Indonesia. Study this aim for knowing influence motivation and performance study student to approach learning self organized learning environments (SOLE) at eye lesson history in class X SMAN 1 Sumbawa Besar. This study is a quantitative descriptive study. The type of data used, namely primary data obtained from the deployment questionnaire results to the participants educate. The sample in study are 74 respondents who are participant educate class X majors Knowledge Knowledge Social Studies (IPS) at SMAN 1 Sumbawa Besar Year Lesson 2021/2022. The data analysis method used is multiple linear regression which includes test data quality, test assumption classic, test partial, test simultaneous, and test coefficient determination. Results study show that the application approach to learning self organized learning environments (SOLE) implemented at SMAN 1 Sumbawa Besar is welcome good by students or participants educate, and approach learning self organized learning environments (SOLE) can be an increase in motivation and performance of study students. Besides that, ability variable free in explain variable bound based on score Adjusted R Square by by 81%, the remaining 19% is explained by other variables that are not researched and no discussed in this study.

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Uji Park Dan Uji Breusch Pagan Godfrey Dalam Pendeteksian Heteroskedastisitas Pada Analisis Regresi

Cited by 10 publications

References 8 publications

Comparison of M Estimation, S Estimation, with MM Estimation to Get the Best Estimation of Robust Regression in Criminal Cases in Indonesia

Comparison of M Estimation, S Estimation, with MM Estimation to Get the Best Estimation of Robust Regression in Criminal Cases in Indonesia

Pengaruh Kenaikan Harga Cabai Rawit dan Bawang Merah Terhadap Inflasi di Kota Palu Pasca Bencana

The Effect of Self Organized Learning Environments (SOLE) Approach on Student's Learning Motivation and Achievement in History Lessons

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