Prediction of corn price fluctuation based on multiple linear regression analysis model under big data

2019 ◽  
Vol 32 (22) ◽  
pp. 16843-16855 ◽  
Author(s):  
Yan Ge ◽  
Haixia Wu
Keyword(s):  
Big Data ◽  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Analysis Model ◽  
Price Fluctuation

scholarly journals ANALISIS PRILAKU KONSUMSI MUSLIM PADA BULAN RAMADHAN

2019 ◽  
Vol 3 (1) ◽  
pp. 1
Author(s):  
Hareastoma Hareastoma
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Consumption Patterns ◽  
Coefficient Of Determination ◽  
Analysis Model ◽  
Factors Influencing

This study aims to analyze the patterns of Muslim consumption behaviors in the Ramadhan month around Jambi. A multiple linear regression analysis model is used to see the factors influencing the consumption behaviors. The finding shows that cultural and religiosity variables are the dominant factors influencing the pattern of Muslim consumption behaviors in the Ramadhan month. From the statistic results of SPSS verse 22, it was found the coefficient of determination (adjusted R2) obtained at 0.164. (16.4%). It reflects that 16.4% of consumption patterns influencing by the Cultural, Social, Religiusity and Psychology variables while the remaining 83.6% consumption patterns are influenced by unnecessary variables in this research.

scholarly journals The Effect of Financial Ratios Toward Sharia Stock Return in Jakarta Islamic Index (JII)

2017 ◽  
Vol 5 (1) ◽  
pp. 129
Author(s):  
Azizah Maulina Erzad ◽  
Afrizal Maulana Erzad
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Stock Return ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Financial Ratios ◽  
Analysis Model ◽  
Analysis Techniques ◽  
Equity Ratio

<em>This research aimed to analyze the significance effect of financial ratios toward sharia stock return on companies listed in Jakarta Islamic Index (JII) either simultaneously or partially. Sample in this study is 12 (twelve) companies listed in Jakarta Islamic Index (JII) period of 2011-2015. The analysis model in this study using multiple linear regression analysis model and analysis techniques to test the hypothesis using the F test, t test, and R<sup>2</sup> test. The results of testing hypothesis and discussion is Return On Asset (ROA), Debt To Equity Ratio (DER), and Earning Per Share (EPS) simultaneously have significant effect toward sharia stock return. Earning Per Share (EPS) partially have positive and no significant effect toward sharia stock return, Return On Asset (ROA)  partially have positive and significant effect toward sharia stock return, and Debt To Equity Ratio (DER) partially have negative and significant effect toward sharia stock return.</em>

scholarly journals PENGARUH TINGKAT SUKU BUNGA (SBI) DAN INFLASI TERHADAP IHSG INDUSTRI PERBANKAN YANG TERDAFTAR DI BURSA EFEK INDONESIA (BEI)

2018 ◽  
Vol 13 (1) ◽  
pp. 78-89
Author(s):  
Yuliawan Yuliawan
Keyword(s):  
Regression Analysis ◽  
Interest Rate ◽  
Linear Regression ◽  
Interest Rates ◽  
Multiple Linear Regression ◽  
Capital Market ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Analysis Model ◽  
The Capital Market

The capital market has a strategic role to strengthen the economic resilience of a country and as a favorable alternative investment destination. Capital markets have an important role to the economy of a country because the capital market runs two functions, namely economic function and financial function. The capital market becomes a driver of the national economy through its role as a source of corporate financing and an alternative for investors to invest. In the capital market, the Composite Stock Price Index (CSPI) plays an important role, because this index can be a barometer of economic health in a country. Macroeconomic factors such as high inflation, interest rates and depreciation of the rupiah against the dollar will lower stock prices. This study aims to examine the effect of macroeconomic factors such as inflation and interest rates on the composite stock price index (IHSG) in Indonesia Stock Exchange (IDX).The analysis method using multiple linear regression analysis model. The data used in this study is the monthly secondary data period 2013-2016. This study used 36 samples. The structural equation for this multiple linear regression analysis is Y = -382,192 X1 + 278,977 X2.The inflation and interest rate / BI Rate variable can explain the JCI in this multiple linear regression analysis model of 4.9%. The correlation between variable inflation and interest rate / BI Rate to JCI of 0.322 is quite strong. From the calculation, F arithmetic <F table (1.907 <8.92), it can be concluded there is no linear relationship between inflation, interest rate / BI Rate and exchange rate against JCI.

scholarly journals PENGARUH LIKUIDITAS, SOLVABILITAS DAN AKTIVITAS TERHADAP PROFITABILITAS PADA PERUSAHAAN MIRA-MAR BLOCK DILI TIMOR LESTE

2018 ◽  
pp. 575
Author(s):  
Alexandre De Jesus lay ◽  
I.G.B. Wiksuana
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Linear Regression Analysis ◽  
Balance Sheet ◽  
Multiple Linear Regression Analysis ◽  
East Timor ◽  
Analysis Model ◽  
Income Statement ◽  
Linearity Test

The aim of the study was to determine the effect of Liquidity, Solvency, and Activity on the profitability of the company of Mira Mar-Block Dili East Timor. The data used was obtained from the financial statements of the company of Mira-Mar Block, Dili, East Timor, in the form of Balance Sheet and Income Statement. After the data was collected then analyzed by using multiple linear regression analysis models. This analysis model used normality test, autocorrelation, multi co-linearity test, and permanent test of regression models. The Multiple Linear Regression analysis results showed that the Liquidity Ratio (CR) significantly effects on the Profitability (ROE), while the Solvency Ratio (DER) and the Ratio of Activity (TATO) do not significantly effect on the Profitability (ROE).

scholarly journals The Effect of Mudharabah Financing, Musyarakah Financing and Ijarah Rent on Profitability in Islamic Banking 2015-2019

2021 ◽  
Vol 17 (1) ◽  
pp. 16-30
Author(s):  
Yesi Oktavia ◽  
Nana Diana
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Multiple Regression Analysis ◽  
Research Method ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Islamic Banking ◽  
Analysis Model ◽  
Verification Methods

This study aims to determine the effect of Mudharabah Financing, Musharaka Financing and Ijarah Rental either partially or collectively on the level of profitability at PT. Bank Indonesia Syariah, Tbk. The research method used in this research is descriptive and verification methods with a quantitative approach. This study uses a multiple linear regression analysis model, using four classical assumptions, namely normality, multicollinearity, autocorrelation and heteroscedasticity. Based on the results of research using multiple regression analysis, for Mudharabah Financing, it is concluded that Mudharabah Financing (X1) has no significant effect on the level of Profitability Level (Y). Furthermore, for Musharaka Financing, it is concluded that Musharaka Financing (X2) has a positive and significant effect on the level of profitability. Then for the Ijarah Rental, it is concluded that the Ijarah Rental (X3) has no significant effect on the Profitability Level (Y). Then the conclusion is that Mudharabah Financing (X1) and Ijarah Rental (X3) have no significant effect on the Profitability Level (Y), while Musyarakah Financing has a significant effect on the Profitability Level (Y). Penelitian ini bertujuan untuk mengetahui pengaruh Pembiayaan Mudharabah, Pembiayaan Musyarakah dan Sewa Ijarah baik secara parsial maupun kolektif terhadap tingkat profitabilitas pada PT. Bank Indonesia Syariah, Tbk. Metode penelitian yang digunakan dalam penelitian ini adalah metode deskriptif dan verifikatif dengan pendekatan kuantitatif. Penelitian ini menggunakan model analisis regresi linier berganda dengan menggunakan empat asumsi klasik yaitu normalitas, multikolinieritas, autokorelasi dan heteroskedastisitas. Berdasarkan hasil penelitian dengan menggunakan analisis regresi berganda, untuk Pembiayaan Mudharabah dapat disimpulkan Pembiayaan Mudharabah (X1) tidak berpengaruh signifikan terhadap tingkat Tingkat Profitabilitas (Y). Selanjutnya untuk Pembiayaan Musyarakah, dapat disimpulkan Pembiayaan Musyarakah (X2) berpengaruh positif dan signifikan terhadap tingkat profitabilitas. Kemudian untuk Sewa Ijarah disimpulkan bahwa Sewa Ijarah (X3) tidak berpengaruh signifikan terhadap Tingkat Profitabilitas (Y). Maka kesimpulannya adalah Pembiayaan Mudharabah (X1) dan Sewa Ijarah (X3) tidak berpengaruh signifikan terhadap Tingkat Profitabilitas (Y), sedangkan Pembiayaan Musyarakah berpengaruh signifikan terhadap Tingkat Profitabilitas (Y).

scholarly journals ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PERMINTAAN KONSUMEN TERHADAP TELUR AYAM RAS DI DESA TAMBON BAROH KECAMATAN DEWANTARA KABUPATEN ACEH UTARA

2018 ◽  
Vol 3 (1) ◽  
pp. 10
Author(s):  
Murdani Benbuleuen
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Research Method ◽  
Quantitative Method ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Analysis Model ◽  
On Demand ◽  
Chicken Egg

The purpose of this study is to analyze the factors that affect consumer demand for eggs in Tambon Baroh Village, Sub-district of Dewantara, North Aceh District The research method used is quantitative method with multiple linear regression analysis model. The results of this study indicate that simultaneously the price of eggs (X1), tempe price (X2), income (X3), the number of dependents (X4) and appetite (D) have a significant effect on the demand of eggs in Tambon Baroh Village, Dewantara Subdistrict North Aceh district because the sig value of 0.000 is smaller than the alpha value of 0.05. Partially only the price of eggs (0.000 <0,05), tempe price (0,010 <0,05) and the dependent amount (0,015 <0,05) have a significant effect on demand of chicken egg because the value of sig t is smaller than alpha 0.05. While the income (0,413> 0,05) and the taste (0,399> 0,05) had no significant effect on the demand of chicken egg in Tambon Baroh Village, Dewantara District, North Aceh Regency because the sig t value is greater than alpha 0,05.

scholarly journals THE EFFECT OF ADDITION OF TAXPAYERS NUMBER, TAX AUDIT, TAX BILLING, AND TAXPAYERS COMPLIANCE TOWARD TAX REVENUE

2018 ◽  
Vol 1 (1) ◽  
Author(s):  
Waluyo Waluyo
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Annual Report ◽  
Linear Regression Analysis ◽  
Tax Compliance ◽  
Multiple Linear Regression Analysis ◽  
Tax Revenue ◽  
Analysis Model ◽  
Tax Audit

The purpose of this research is to examine the effect of addition of Taxpayer Number, Tax Audit, Tax Billing and Taxpayer Compliance toward tax revenue in simultaneously and partially. This research is done by using a multiple linear regression analysis model. The object of this research are tax office Tigaraksa for the period of 2009-2012. Data are collected from annual report of Tax Office Tigaraksa for the period of 2009-2012, consist of the number of additionaltaxpayer, number ofeffectivetax payers, the realization oftax assessments, the amount oftax arrears,number ofactual disbursement oftax arrears,tax revenue target,tax revenue, andthe reportednumber oftax returns. The results of this research are (1) increasing the number of taxpayers effect on tax revenue, (2) tax audit effect on tax revenue, (3) tax billing has no effect on tax revenue, (4) tax compliance effect on tax revenue, (5) the addition of the taxpayer, tax audits, tax billing and tax compliance simultaneously affect the tax revenue.

scholarly journals Analisis Pengaruh Kesiapan Kabupaten Banyuasin terhadap Penyelenggaraan Sports Event di Provinsi Sumatera Selatan

2021 ◽  
Vol 9 (1) ◽  
pp. 1-14
Author(s):  
Pelliyezer Karo Karo
Keyword(s):  
Regression Analysis ◽  
Data Analysis ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Environmental Quality ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Analysis Model ◽  
Sports Events

This study was conducted to determine the effect of the readiness of Banyuasin District as a satellite city on the implementation of sports events in South Sumatra Province, where readiness was examined based on eight liveable cities criteria including the physical city, environmental quality, accessibility, facilities, utilities, economy, social and bureaucracy. The data analysis model used is multiple linear regression analysis with the presentation of hypotheses carried out simultaneously and partially. The research sample consisted of 66 domestic and foreign tourists. The results showed that of the eight research variables in Banyuasin Regency simultaneously had a significant effect on the dependent variable in organizing sports events in South Sumatra. Partially, research in Banyuasin District shows that environmental and facility quality variables have a significant effect on the holding of sports events in South Sumatra.

ANALISIS PENGARUH INFLASI, KURS DAN IHSG TERHADAP RETURN REKSA DANA SAHAM PT NIKKO SECURITIES INDONESIA PERIODE 2014-2017

2019 ◽  
Vol 2 (2) ◽  
pp. 103
Author(s):  
Muhammad Rois Rois ◽  
Manarotul Fatati Fatati ◽  
Winda Ihda Magfiroh
Keyword(s):  
Regression Analysis ◽  
Exchange Rate ◽  
Linear Regression ◽  
Multiple Linear Regression ◽  
Stock Price ◽  
Price Index ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Equity Fund ◽  
Stock Price Index

This study aims to determine the effect of Inflation, Exchange Rate and Composite Stock Price Index (IHSG) to Return of PT Nikko Securities Indonesia Stock Fund period 2014-2017. The study used secondary data obtained through documentation in the form of PT Nikko Securities Indonesia Monthly Net Asset (NAB) report. Data analysis is used with quantitative analysis, multiple linear regression analysis using eviews 9. Population and sample in this research are PT Nikko Securities Indonesia. The result of multiple linear regression analysis was the coefficient of determination (R2) showed the result of 0.123819 or 12%. This means that the Inflation, Exchange Rate and Composite Stock Price Index (IHSG) variables can influence the return of PT Nikko Securities Indonesia's equity fund of 12% and 88% is influenced by other variables. Based on the result of the research, the variables of inflation and exchange rate have a negative and significant effect toward the return of PT Nikko Securities Indonesia's equity fund. While the variable of Composite Stock Price Index (IHSG) has a negative but not significant effect toward Return of Equity Fund of PT Nikko Securities Indonesia

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