scholarly journals Metode Regresi Ridge Untuk Mengatasi Kasus Multikolinear

2011 ◽  
Vol 2 (1) ◽  
pp. 451
Author(s):  
Margaretha Ohyver
Keyword(s):  
Regression Analysis ◽  
Ridge Regression ◽  
Regression Coefficient ◽  
Linear Regression Analysis ◽  
Regression Method ◽  
Variance Inflation Factor ◽  
Farm Production ◽  
Independent Variable ◽  
Inflation Factor ◽  
Multi Linear Regression

Multicolinear is a case that occurs in multi-linear regression analysis. Using multicolinear, it will be difficult to separate the influence of each independent variable towards the response variables. It also occurs in a farm production like cabbage. To solve this problem, Ridge regression method is used. This research aims to obtain a Ridge regression model to solve the multicolinear case. By using this method, the alleged regression coefficient is obtained by variance inflation factor less than ten for six free variables. 

scholarly journals PENGARUH DISIPLIN KERJA TERHADAP KINERJA KARYAWAN PT BHUMYAMCA SEKAWAN JAKARTA

2020 ◽  
Vol 13 (2) ◽  
pp. 75-84
Author(s):  
Kunto Atmojo ◽  
Muhammad Amirrulloh
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Research Method ◽  
Regression Coefficient ◽  
Employee Performance ◽  
Linear Regression Analysis ◽  
Linear Regression Equation ◽  
Descriptive Research ◽  
Independent Variable ◽  
Value Determination

This study aims to determine the effect of work discipline on the performance of employees of PT Bhumyamca Sekawan Jakarta, the variable studied is work discipline on employee performance. This research uses descriptive research method with quantitative approach. Data collection techniques by distributing questionnaires to 140 employees. The results of the study showed a significant influence of work discipline on the performance of theemployees of PT Bhumyamca Sekawan Jakarta. Based on the results of the hypothesis testing the work discipline variable (X) to the employee performance variable (Y), the results of this study obtained the value of t arithmetic (22,935) ttable (1,665) then it can be concluded that Ho is rejected and Ha is accepted, meaning Work discipline (X ) partially significant effect on employee performance (Y). The results of linear regression analysis obtained the value of the linear regression equation Y = 7.354 + 0.890 X The constant value of 7.354 states that if the independent variable (X) = 0 then the dependent variable (Y) is 7.354. Work Discipline regression coefficient (X) of 0.890 which means that the addition or increase (X) of 1 unit will increase Employee Performance (Y) of 0.890. R Square value (Determination Coefficient) obtained by 0.792, which means the influence of work Discipline variable (X) on Employee Performance (Y) of 79.2%. The remaining 20.8% is influenced by other factors.

C. PENGARUH UTANG LUAR NEGERI DAN EKSPOR TERHADAP PERTUMBUHAN EKONOMI (Studi pada Produk Domestik Bruto Indonesia Periode 2015-2019)

2021 ◽  
Vol 4 (1) ◽  
pp. 22
Author(s):  
Farah Syahri Maulidiyah
Keyword(s):  
Economic Growth ◽  
Time Series ◽  
Regression Analysis ◽  
Linear Regression Analysis ◽  
Foreign Debt ◽  
External Debt ◽  
Multiple Linear Regression Analysis ◽  
Analysis Method ◽  
Indonesian Government ◽  
Independent Variable

ABSTRACT The purpose of this research is to analyze the influence of exports and foreign debt which can affect Indonesia's GDP (Gross Domesty Product). The variables of this research are the foreign debt value of the Indonesian government and the value of Indonesian exports as the independent variable, and the value of Indonesia's GDP as the dependent variable. The data used are supporting data for the 2015-2019 period from the time series (time series) of Bank Indonesia and BPS. The data analysis method used multiple linear regression analysis. The results of this study are the value of the Indonesian government's foreign debt and the value of Indonesia's exports have a significant effect. Meanwhile, the results of the partial test (t-test) show that the value of foreign debt and exports of the Indonesian government greatly affects the value of Indonesia's GDP. Keywords : External Debt, Export, Economic Growth (Menggunakan template jurnal sinta 2 JESP (Jurnal Ekonomi dan Studi Pembangunan) eISSSN : 2502-7115 l pISSN : 2502-7115 Universitas Negeri Malang).

scholarly journals ANALISIS PENGARUH PEMASARAN RELASIONAL TERHADAP KEPUASAN NASABAH DALAM MEMILIH PRODUK PERBANKAN (STUDI KASUS PADA NASABAH PRIORITAS BANK-BANK BUMN DI BANJARMASIN).

2019 ◽  
Vol 6 (1) ◽  
pp. 61
Author(s):  
Kristin Meilisa ◽  
Marijati Sangen
Keyword(s):  
Regression Analysis ◽  
Customer Satisfaction ◽  
Relationship Marketing ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Customer Expectations ◽  
Independent Variable ◽  
Marketing Variables ◽  
Public Banks

<p><em>This study aims to identify and analyze the influence of relationship marketing in the form of understanding customer expectations, building service partnership and trust simultaneously and partially to customer satisfaction on choosing banking products, a case study of priority customers on public Banks in Banjarmasin. The study was conducted by using multiple linear regression analysis to find the influence of the independent variable (X) to the dependent variable (Y), simultaneously and partially. The results showed that simultaneously relationship marketing variables significantly influenced customer. Partially, understanding customer expectations has no significant effects to customer satisfaction. Building service partnership and trust significanly influence customer satisfaction and trust is a dominant variable in achieving customer satisfaction. Public Bank in Banjarmasin should be able to increase trust its customers with all efforts.</em></p>

scholarly journals PENGARUH MOTIVASI DAN KEPUASAN KERJA TERHADAP KINERJA KARYAWAN (Studi Pada Bank Kalsel Syariah Kandangan)

2019 ◽  
Vol 6 (2) ◽  
pp. 197
Author(s):  
Sri Winarsih ◽  
Ahmad Alim Bachri ◽  
Akhid Yulianto
Keyword(s):  
Job Satisfaction ◽  
Regression Analysis ◽  
Linear Regression ◽  
Work Motivation ◽  
Regression Coefficient ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Positive Sign ◽  
Test Statistic ◽  
Employee Job Satisfaction

<em>Results of multiple linear regression analysis in this study produces constant of 0354 stating that if there is no work Morivasi ( x1 ) and job satisfaction ( x2 ) then job satisfaction is equal to 0.354 . Regression coefficient of work motivation ( x1 ) of 0.396 states that any additions ( as a positive sign ) 1 point will increase the job satisfaction of job satisfaction on job satisfaction assuming 0.396 ( x2 ) fixed . Job satisfaction regression coefficient ( x2 ) of 0.688 states that any additions ( as a positive sign ) 1 point of work motivation will increase employee job satisfaction in 0688 with the notion of work motivation ( x1 ) remains.Significant test simultaneously / together ( test statistic F ) result in calculated F value of 78 145. At Kalsel Bank Syariah Kandangan or it can be said that the work motivation ( x1 ) and job satisfaction ( x2 ) jointly affect the performance of employees at Bank Syariah Kandangan South Kalimantan. Calculations using the t -test,  concluded that motivation is a significant effect on the performance of employees at Bank Syariah Kandangan Kalsel zero  hypothesis ( Ho ) is rejected and Ha accepted, so this hypothesis has been tested empirically.</em><br />

scholarly journals PENGARUH REMUNERASI DAN MOTIVASI TERHADAP KINERJA DI LEMBAGA PEMASYARAKATAN TERBUKA KELAS II B PASAMAN, KAB. PASAMAN BARAT

2020 ◽  
Vol 8 (3) ◽  
pp. 488-499
Author(s):  
Endang Tirtana Putra ◽  
Abdi Rezki
Keyword(s):  
Regression Analysis ◽  
Regression Coefficient ◽  
Employee Performance ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Independent Variables ◽  
Significant Rate ◽  
R Value ◽  
And Performance ◽  
Good Interpretation

This study applies multiple linear regression analysis with the SPSS Version 16.0 program. To get estimate and good interpretation of this study, the samples studied are set to 32 respondents. Data are collected through a questionnaire to measure quantitative variables with a Likert scale. The results of this study show that there is a relationship between independent variables on dependent variable, and it can be explained that: (1) Remuneration variable does not have significant impact on employee performance, with a regression coefficient of 0.181 and significant rate 0.104 (> 0.05). (2) Motivation variable has significant impactt on employee performance with a regression coefficient of 0.559 and significant rate 0,000 (<0.05). (3) Independent variables simultaneously have significant impact on employee performance with regression coefficient of 1.094 and significant rate 0.000 (<0.05). R² value shows 0.589 or 58.9%. Employee performance variable is affected by Remuneration and Motivation Variables and the remaining 41.1% is affected by other variables.Keywords : Remuneration, Motivation and Performance

scholarly journals PENGARUH INVESTASI TERHADAP PENYERAPAN TENAGA KERJA DI JAWA TENGAH TAHUN 2009-2013

2017 ◽  
Vol 3 (2) ◽  
pp. 139
Author(s):  
Abdul Haris Romdhoni
Keyword(s):  
Regression Analysis ◽  
Data Analysis ◽  
Linear Regression ◽  
Research Method ◽  
Quantitative Research ◽  
Regression Coefficient ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Test Methods ◽  
Central Java

This study aims to determine the effect of investment on employment in Central Java in 2009-2013. As it is known that investment plays an important role in the absorption of labor or can reduce unemployment. Thus with the increased investment hence the absorption of labor will also increase. The research method used in this research is quantitative research method. This research was conducted in Central Java. The test used is the instrument using the validity test. Methods of data analysis using multiple linear regression analysis, classical assumption test. The results of this study indicate that the increase can be explained by the regression equation is Y = 16595732.325 + 0.32 X. Where the constant is positive value of 16595732.325 indicates that if the investment variable is considered constant (0), then the value of labor absorption of 16595732,325 . Then the regression coefficient of the investment variable is 0.32, this means that if the investment is increased one unit, it will increase the labor absorption of 0.32.

scholarly journals Spectral Correlations in some Substituted Styryl (E)-4-((2-Oxopropyl)Diazenyl) Benzoic Acids

2014 ◽  
Vol 30 ◽  
pp. 33-43
Author(s):  
V. Sathiyendiran ◽  
K.G. Sekar ◽  
Ganesamoorthy Thirunarayanan ◽  
R. Arulkumaran ◽  
R. Sundararajan ◽  
...  
Keyword(s):  
Regression Analysis ◽  
Statistical Analysis ◽  
Linear Regression ◽  
Linear Regression Analysis ◽  
Benzoic Acids ◽  
Effect Of Substituents ◽  
Substituent Constants ◽  
Multi Linear Regression ◽  
Spectral Group

A series of titled compounds were prepared and analyzed their purities by literature method. The infrared and NMR spectral group frequencies of the compounds were assigned and correlated with Hammett substituent constants, F and R constants using single and multi linear regression analysis. From the results of statistical analysis, the effect of substituents on the above spectral frequencies was discussed.

scholarly journals Pengaruh Pertumbuhan Ekonomi dan Pertumbuhan Penduduk Terhadap Tingkat Pengangguran di Kabupaten Mimika

2021 ◽  
Vol 1 (1) ◽  
pp. 54-66
Author(s):  
Putri Nadya Djaelani ◽  
Habel Taime
Keyword(s):  
Economic Growth ◽  
Regression Analysis ◽  
Linear Regression ◽  
Population Growth ◽  
Unemployment Rate ◽  
Positive Relationship ◽  
Regression Coefficient ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Coefficient Of Regression

This study aims to determine the significance of the influence of economic growth and population growth on the unemployment rate in Mimika Regency. The method in this study is an associative method using multiple linear regression analysis tools with the help of SPSS statistic. Based on the results obtained in this study, the value of regression coefficient in economic growth variable was 0.058. The coefficient of positive value means that there is a positive relationship between economic growth and the unemployment rate. Then the coefficient of regression in the population growth variable was 0.451. The coefficient of positive value means that there is a positive relationship between population growth and the unemployment rate.

scholarly journals FAKTOR –FAKTOR YANG MEMPENGARUHI KEPATUHAN PAJAK WAJIB PAJAK ORANG PRIBADI (Studi Pada Wajib Pajak Orang Pribadi yang terdaftar di KPP Kebayoran Baru Tiga)

2014 ◽  
Vol 1 (1) ◽  
pp. 51
Author(s):  
Fibria Anggraini P.L ◽  
Waluyo Waluyo
Keyword(s):  
Regression Analysis ◽  
Organizational Climate ◽  
Survey Design ◽  
Linear Regression Analysis ◽  
Tax Compliance ◽  
Multiple Linear Regression Analysis ◽  
Individual Behavior ◽  
Behavior Motivation ◽  
Independent Variable ◽  
One Year

The purpose of this study was to analyze the factors that affect tax compliance (tax compliance) individual taxpayers in the KPP Kebayoran Baru Tiga, South Jakarta. This study used a questionnaire survey design as an instrument. Respondents in this study were 85 individual taxpayers entrepreneur tax register at least one year and to submit the SPT.This study uses the variable individual behavior, motivation and organizational climate as the independent variable and tax compliance individual taxpayers as the dependent variable. Data analysis was performed using multiple linear regression analysis with SPSS for Windows Version 19.00. The results of this study indicate that individual behavior, motivation and organizational climate have significant effect on tax compliance individual taxpayers .

scholarly journals PENGARUH INFLASI DAN KURS TERHADAP UJRAH DALAM PEMBIAYAAN MUSYARAKAH MUTANAQISAH PADA PT. BANK MUAMALAT INDONESIA, TBK CABANG PEMATANGSIANTAR

2015 ◽  
Vol 1 (1) ◽  
pp. 86
Author(s):  
Nuri Aslami
Keyword(s):  
Regression Analysis ◽  
Exchange Rate ◽  
Linear Regression Analysis ◽  
Field Research ◽  
Secondary Data ◽  
Financial Statements ◽  
Multiple Linear Regression Analysis ◽  
Independent Variables ◽  
Qualitative Approaches ◽  
Independent Variable

<p>This study aims to determine how the effects of inflation and exchange rate against <em>ujrah</em>, <em>musyarakah</em>, <em>mutanaqisah</em> PT Bank Muamalat Indonesia, Tbk Branch Pematang Siantar. This research is a field research using quantitative and qualitative approaches. The data used are secondary data, ie., data obtained from the Central Statistics Agency report, Report of Bank Indonesia, and the financial statements of PT Bank Muamalat Indonesia, Tbk Branch Pematang Siantar. The data were processed using SPSS 16. The analysis used is multiple linear regression analysis. The results showed that the inflation and the exchange rate (the independent variable) affects <em>ujrah</em> in <em>Musharaka</em>h financing <em>mutanaqisah</em> (dependent variable). The independent variables in this study could explain the change by 3.4% and the rest (96.6%) is explained by other variables beyond the variables used. Partially, the level of significant 5% and t <sub>table</sub> of 2034, inflation and exchange rate does not significantly affect the <em>Musharakah</em> financing <em>ujrah</em> <em>mutanaqisah</em>. This is demonstrated by the t <sub>value</sub> inflation of 0. 489 and t<sub>exchange</sub> rate of 0899.</p>

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