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"[ABSTRAKTujuan dari penelitian ini adalah untuk mengetahui dari kedua model pendugaan return yaitu: Model Indeks Tunggal, dan Model Tiga Faktor Fama-French, manakah yang paling valid untuk menduga return portofolio industri di Bursa Efek Indonesia (BEI). Penelitian ini dilakukan dengan menggunakan data return bulanan mulai Januari 2010 sampai dengan Desember 2010.Enam portofolio dibentuk dengan menggunakan model Fama-French sebagai dasar. Keenam portofolio tersebut adalah portofolio S/L, S/M, S/H, B/L, B/M, B/H. Excess return Portofolio yang terbentuk menjadi variabel dependen dalam penelitian, sedangkan variabel independen dalam penelitian ini sesuai dengan model indeks tunggal dan model Fama French, yaitu market risk, size factor (SMB), dan value factor (HML).Hasil penelitian menunjukan bahwa model indeks tunggal signifikan pada hampir seluruh portfolio, namun tidak signifikan pada portofolio S/H. Sedangkan model tiga faktor Fama-French tidak signifikan pada portofolio B/M, dan B/H. Penambahan dua faktor Fama-French meningkatkan kekuatan dalam menjelaskan return.ABSTRACTThe aim of this study was to determine the return of both estimation models are: Single Index Model, and Fama-French Three Factor Model, which is the most valid to infer the industrial portfolio return in the Indonesia Stock Exchange (BEI). This research was conducted using the monthly return data from January 2010 to December 2010.Six portfolios formed by the Fama-French model as a basis. Sixth portfolio is a portfolio of S/L, S/M, S/H, B/L, B/M, B/H. Excess return portfolio that is formed into a dependent variable in the study, while the independent variable in this study is consistent with the single index model and the model of Fama French, is market risk, size factor (SMB), and the value factor (HML).The results showed that a single index model significant in almost all portfolios, but not significant in the portfolio of S/H. While the model of Fama-French three-factor is not significant in the portfolio of B/M and B/H. The addition of two Fama-French factors increase the strength in explaining returns.;The aim of this study was to determine the return of both estimation models are: Single Index Model, and Fama-French Three Factor Model, which is the most valid to infer the industrial portfolio return in the Indonesia Stock Exchange (BEI). This research was conducted using the monthly return data from January 2010 to December 2010.Six portfolios formed by the Fama-French model as a basis. Sixth portfolio is a portfolio of S/L, S/M, S/H, B/L, B/M, B/H. Excess return portfolio that is formed into a dependent variable in the study, while the independent variable in this study is consistent with the single index model and the model of Fama French, is market risk, size factor (SMB), and the value factor (HML).The results showed that a single index model significant in almost all portfolios, but not significant in the portfolio of S/H. While the model of Fama-French three-factor is not significant in the portfolio of B/M and B/H. The addition of two Fama-French factors increase the strength in explaining returns.;The aim of this study was to determine the return of both estimation models are: Single Index Model, and Fama-French Three Factor Model, which is the most valid to infer the industrial portfolio return in the Indonesia Stock Exchange (BEI). This research was conducted using the monthly return data from January 2010 to December 2010.Six portfolios formed by the Fama-French model as a basis. Sixth portfolio is a portfolio of S/L, S/M, S/H, B/L, B/M, B/H. Excess return portfolio that is formed into a dependent variable in the study, while the independent variable in this study is consistent with the single index model and the model of Fama French, is market risk, size factor (SMB), and the value factor (HML).The results showed that a single index model significant in almost all portfolios, but not significant in the portfolio of S/H. While the model of Fama-French three-factor is not significant in the portfolio of B/M and B/H. The addition of two Fama-French factors increase the strength in explaining returns.;The aim of this study was to determine the return of both estimation models are: Single Index Model, and Fama-French Three Factor Model, which is the most valid to infer the industrial portfolio return in the Indonesia Stock Exchange (BEI). This research was conducted using the monthly return data from January 2010 to December 2010.Six portfolios formed by the Fama-French model as a basis. Sixth portfolio is a portfolio of S/L, S/M, S/H, B/L, B/M, B/H. Excess return portfolio that is formed into a dependent variable in the study, while the independent variable in this study is consistent with the single index model and the model of Fama French, is market risk, size factor (SMB), and the value factor (HML).The results showed that a single index model significant in almost all portfolios, but not significant in the portfolio of S/H. While the model of Fama-French three-factor is not significant in the portfolio of B/M and B/H. The addition of two Fama-French factors increase the strength in explaining returns., The aim of this study was to determine the return of both estimation models are: Single Index Model, and Fama-French Three Factor Model, which is the most valid to infer the industrial portfolio return in the Indonesia Stock Exchange (BEI). This research was conducted using the monthly return data from January 2010 to December 2010.Six portfolios formed by the Fama-French model as a basis. Sixth portfolio is a portfolio of S/L, S/M, S/H, B/L, B/M, B/H. Excess return portfolio that is formed into a dependent variable in the study, while the independent variable in this study is consistent with the single index model and the model of Fama French, is market risk, size factor (SMB), and the value factor (HML).The results showed that a single index model significant in almost all portfolios, but not significant in the portfolio of S/H. While the model of Fama-French three-factor is not significant in the portfolio of B/M and B/H. The addition of two Fama-French factors increase the strength in explaining returns.]"

"Penelitian ini bertujuan untuk menganalisa faktor book to market perusahaan yangmempengaruhi pengembalian saham pada perusahaan yang terdaftar dalam Bursa Efek Indonesia pada 5 (lima) periode 2014 - 2019. Penelitian ini menggunakanOrdinary Least Square (OLS) dengan data time series yang diambil secara bulanan dari tahun 2014 - 2019. Penelitian ini membuktikan bahwa perhitungan book tomarket memiliki pengaruh yang signifikan terhadap return atau pengembalian saham karena didalamnya terdapat unsur retained earning yang dapat memprediksi hal tersebut. Namun didalam perhitungan book to market terdapat unsur lain yang tidak memiliki pengaruh atau berpengaruh lemah terhadap return atau pengembalian saham yaitu contributed capital dan other accumulated income sehingga dalam nilai strategi investing book value of equity pada book to market tidak mencerminkan atau mengukur nilai intrinsik. Dimana kedepannya book tomarket akan gagal memprediksi cross section dari rata-rata pengembalian saham karena kehilangan banyak korelasi dengan retained earning to market.

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This study aims to analyze the company's book to market factors that affect stock returns in companies listed on the Indonesia Stock Exchange in 5 (five) periods of 2014 - 2019. This study uses Ordinary Least Square (OLS) with time series data

taken monthly from 2014 - 2019. This study proves that the book to market calculation has a significant effect on stock returns because it contains an element of retained earnings that can predict this. However, in the book to market

calculation, there are other elements that have no or weak effect on return or return of shares, namely contributed capital and other accumulated income so that the book to market investing book value of equity strategy does not reflect or measure

the intrinsic value. Where in the future, book to market will fail to predict the cross section of the average stock return because it loses a lot of correlation with retained earnings to market."

"Return on Equity (ROE) merupakan rasio keuangan yang dapat secara komprehensif menggambarkan seluruh aktivitas dan keputusan perusahaan serta dampaknya terhadap return yang diperoleh oleh investor. Penelitian ini bertujuan untuk menguji pengaruh determinan return on equity berdasarkan 5-factors DuPont Model terhadap ROE perusahaan manufaktur di Indonesia. Berdasarkan model ROE tersebut, terdapat lima variabel independen yang akan diuji pengaruhnya terhadap variabel dependen ROE, yaitu variabel operating profit margin (OPM), capital turnover (CT), financial cost ratio (FCR), financial structure ratio (FSR), dan tax-effect ratio (TE). Data yang digunakan adalah data laporan keuangan perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia di tahun 2010-2020 dan akan dianalisis menggunakan log-linear regression model. Hasil penelitian ini menunjukkan pengaruh yang signifikan dari variabel OPM, CT, FCR, FSR, dan TE dengan urutan elastisitas pengaruh dari yang terbesar hingga terkecil dimulai dari OPM, CT, FCR, TE, dan FSR. Hasil penelitian ini diharapkan mampu memberikan manfaat secara akademis dan praktis, terutama pada pihak manajemen perusahaan manufaktur di Indonesia.

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Return on Equity (ROE) is a financial ratio that can comprehensively describe all company activities and decisions and their impact on returns obtained by investors. This study aims to examine the effect of the determinants of return on equity based on the 5-factor DuPont Model on the ROE of manufacturing companies in Indonesia. Based on the ROE model, there are five independent variables that will be tested for their effect on the dependent variable ROE, namely operating profit margin (OPM), capital turnover (CT), financial cost ratio (FCR), financial structure ratio (FSR), and tax- effect ratio (TE). The data that will be used are financial statements of manufacturing companies listed on the Indonesia Stock Exchange from 2010-2020 and will be analyzed using a log-linear regression model. The results of this study indicate a significant effect of the variables OPM, CT, FCR, FSR, and TE with the order of the elasticity of influence from the largest to the smallest starting from OPM, CT, FCR, TE, and FSR. The results of this study are expected to provide academic and practical benefits, especially for the management of manufacturing companies in Indonesia."

"Penelitian ini bertujuan untuk menguji dua model yang paling sering digunakan dalam menduga expected return portofolio yaitu Fama-French Three Factors model dan CAPM Capital Asset Pricing Model, manakah yang lebih lebih baik dalam menduga expected return portofolio industri non-keuangan yang terdaftar di Bursa Efek Indonesia BEI . Penelitian dilakukan dengan menggunakan sampel return bulanan dari tahun 2013 hingga 2017. Hasil penelitian menunjukan dari kedua model yang digunakan, model tiga faktor Fama-French adalah model yanglebih baik dalam menjelaskan expected return jika dibandingkan dengan model CAPM Capital Asset Pricing Model.

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The study aims to examine the two most commonly used models for estimating portfolio expected returns, Fama French 3 Factors model and CAPM Capital Asset Pricing Model , which one is the better model in estimating the expected return of non financial industry portfolio listed on the Indonesia Stock Exchange BEI. The study was conducted using monthly return samples from 2013 to 2017. The results show that from the two models used, the Fama French three factor model is a better model in explaining the expected return compared to the Capital Asste Pricing Model CAPM."

"ABSTRAKPenelitian ini bertujuan untuk mengetahui saham-saham yang tergabung dalam Indeks LQ45 dan Indeks Bisnis 27 di Bursa Efek Indonesia yang memenuhi kriteria penyeleksian saham sesuai dengan metode Markowitz, metode seleksi Graham dan metode single indeks. Dari hasil seleksi tersebut dilakukan pembentukan portofolio optimal dan evaluasi kinerja portofolio agar memastikan bahwa komposisi portofolio yang terbentuk mampu menghasilkan return yang setingi-tingginya bagi investor. Hasil penelitian ini menyarankan bahwa hasil portofolio yang di bentuk dengan kriteria average return tertinggi metode Markowitz dan portofolio yang dibentuk dengan metode Single Index Model dengan sampel saham-saham Bisnis 27. Memiliki return portofolio yang lebih besar dan kinerja lebih baik dibandingkan dengan portofolio optimal yang dibentuk dengan menggunakan seleksi berdasarkan kriteria investor aktif Graham dan kriteria investor defensif Graham.

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ABSTRACT

This research aims to identify stocks in the LQ45 and Bisnis 27 indexes at Indonesia Stock Exchange that meet criteria for stocks to be selected according to Markowitz, Graham, and Single Index methods. The results show that the optimal portfolio composition generates high returns. The results also suggest that portfolio which is formed by Bisnis 27 Stock, using Markowitz model gives highest average return and portofolio which is formed by Bisnis 27 Stock, using Single Index Model, has a better portfolio performance as compared to the optimal portfolio which is formed using the Graham defensive and active investor criteria."

"Penelitian ini bertujuan untuk menunjukkan keunggulan bersaing perusahaan dapat disimpulkan oleh kinerja keuangan. Dengan menganalisis pengaruh sepuluh komponen keuangan yang berasal dari model dupont yang diklasifikasikan ke dalam tiga dimensi (relationship management, knowledge management dan fixed asset management) terhadap kinerja perusahaan (return on invested capital/ROIC). Dengan demikian melalui pemisahan komponen-komponen kinerja keuangan dari dupont model dapat mengidentifikasi heterogenitas kompetitif dalam industri. Penelitian ini menggunakan data panel tidak seimbang sejumlah 571 observasi dari sampel perusahaan yang bergerak di sektor manufaktur periode 2005-2010. Hasil penelitian menunjukkan bahwa: (1) Relationship management (terutama account receivable turnover, cost of good sold dan account payable turnover) memiliki pengaruh terhadap ROIC secara signifikan. (2) Knowledge management (terutama selling, general and administrative expense) memiliki pengaruh negatif secara signifikan dan (3) fixed asset management (terutama depreciation) memiliki pengaruh negatif dan signifikan terhadap ROIC.

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This research aims to indicate that a firm's competitive advantage can be inferred by the financial performance. By analyzing the effect of ten financial indicators derived from the dupont model that are classified into three dimension (relationship management, knowledge management and fixed asset management) on firm performance (return on invested capital-ROIC). Thus through the segregation of the componens of financial performance from dupont model, can investigate the competitive heterigenity within industry. This research uses an unbalanced panel data of 571 observations of manufacturing firms for the period 2005-2010. The result shows: (1) Relationship management (especially account receivable turnover, cost of good sold dan account payable turnover) has a significant influences on ROIC. (2) Knowledge Management (especially selling, general and administrative expense) has a significant negative on ROIC and (3) fixed asset management (especially depreciation) has a significant negative effect on ROIC."

"ABSTRAKPenelitian ini memiliki dua tujuan. Pertama, untuk menganalisis keberadaan anomali Monday effect di Bursa Efek Indonesia. Kedua, untuk membuktikan bahwa anomali Monday effect secara signifikan dapat dijelaskan dengan menggunakan model tiga faktor Fama-French. Variabel dependen dari penelitian ini adalah excess return harian serta memasukkan variabel dummy dan conditional variance sebagai variabel independen dalam regresi nya. Untuk memenuhi tujuan penelitian kedua, faktor risiko yaitu return pasar dan size premium dimasukkan ke dalam model regresi. Metode analisis yang digunakan untuk mengukur volatilitas return adalah metode autoregressive conditional heteroskedasticity ARCH dan generalized autoregressive conditional heteroskedasticity GARCH . Hasil penelitian menemukan bahwa adanya anomali Monday effect di Bursa Efek Indonesia. Anomali Monday effect tersebut dapat dijelaskan oleh faktor risiko yaitu return pasar dan ukuran perusahaan.

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ABSTRACT

There are two purposes in this study. First to analyze whether anomaly of Monday effect exist in Indonesia Stock Exchange. Second, to examine whether Monday effect can be explained by Fama French rsquo s three factor model. Dependent variable of this study is daily axcess return which includes dummy variable and conditional variance as independent variables in its regression. To fulfil the second purposes, market return and size premium are included in the regression model. Autoregressive conditional heteroskedasticity ARCH and generalized autoregressive conditional heteroskedasticity GARCH were used as analytical methods to measure return volatility. The results in the study show that anomaly of Monday effect exist in Indonseia Stock Exchange. Furthermore, anomaly of Monday effect are explained by market return and the size of the firms."

"Penelitian ini bertujuan untuk menganalisa pengaruh Return on Equity, Earning Per Share, Current Ratio, Quick Ratio, Current Earning, dan Growth Opportunity Terhadap Dividend Payout Ratio Perusahaan Manufaktur yang terdaftar pada Bursa Efek Indonesia pada periode 2010-2013. Variabel-variabel yang digunakan adalah ROE (Return on Equity), EPS (Earning Per Share), CR (Current Ratio), CE (Current Earning), QR (Quick Ratio), dan GO (Growth Opportunity) sebagai variabel bebas, serta DPO (Dividend Payout Ratio) sebagai variabel terikat. Sampel penelitian terdiri dari 28 perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia periode 2010 hingga 2013. Model penelitian yang digunakan adalah Fixed Effect Model. Hasil pengujian data panel menunjukkan bahwa CR, QR, CE, dan GO memiliki pengaruh positif dan signifikan terhadap DPO, sementara ROE dan EPS memiliki pengaruh negatif dan signifikan terhadap DPO.This study aim to analyze Return on Equity, Earning Per Share, Current Ratio, Quick Ratio, Current Earning, and Growth Opportunity Effect On Dividend Payout Ratio in Manufacturing Company Listed in Indonesia Stock Exchange Periode 2010-2013. Variables used are ROE (Return on Equity), EPS (Earning Per Share), CR (Current Ratio), QR (Quick Ratio), CE (Current Earning), and GO (Growth Opportunity) as independent variables, and DPO (Dividend Payout Ratio) as dependent variable. Samples used in this study consist of 28 Manufacturing Company listed in Indonesia Stock Exchange period 2010 to 2013. Research model being used in this study is Fixed Effect Model. The result of this study shows that CR, QR, CE, and GO had significant and positive effect on DPO, meanwhile ROE and EPS had significant and negative effect on DPO."

"Penelitian ini bertujuan untuk menganalisis pengaruh likuiditas saham terhadap tingkat imbal hasil saham perusahaan seluruh sektor industri yang terdaftar di Bursa Efek Indonesia pada tahun 2007-2012. Penelitian ini menggunakan uji analisis Fixed Effect Method (FEM). Variabel independen dalam penelitian ini berupa likuiditas saham yang diproksikan dengan turnover rate, sedangkan variabel dependennya adalah tingkat imbal hasil saham. Dalam penelitian ini digunakan data panel sejumlah 1008 data observasi dari sampel sejumlah 168 perusahaan. Dengan menggunakan model regresi berganda, penelitian ini menemukan bahwa terdapat hubungan yang positif antara likuiditas dengan return saham. Likuiditas terbukti merupakan determinan yang penting dan memiliki pengaruh yang signifikan terhadap return saham.

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The main objective of this research is to analyze the effect of stock liquidity on all industrial sector firms stock return which are listed in Indonesia Stock Exchange for the period of 2007-2012. This research is analyzed with Fixed Effect Model (FEM). The independence variable of this research is liquidity and stock return as dependent variable. Turnover rate is used as proxy for liquidity. This research uses a panel data with 1008 observations data from 168 firm samples. Using multiple regression, this research found a positive relation between turnover rate and stock return. Liquidity is found to be an important determinant and has a significant influence on stock returns."

"Dalam menjalankan bisnisnya, setiap perusahaan pasti memiliki tujuan utama untuk memaksimalkan laba dengan mempertimbangkan strategi pendanaan yang dilakukannya. Laba yang tinggi dapat mencerminkan sebuah perusahaan yang memiliki kinerja baik dan dapat memberikan rasa optimis kepada investor untuk membeli saham tersebut. Perusahaan manufaktur merupakan sektor yang dominan berkontribusi terhadap perekonomian Indonesia yang dapat dilihat dari manufacturing added value. Penelitian ini dilakukan dengan tujuan untuk mengetahui adanya pengaruh tangibility, liquidity, volatility, dan uniqueness terhadap capital structure, profitability, dan stock return serta hubungan diantara ketiga variabel dependen tersebut dengan firm size dan growth opportunity sebagai variabel kontrol. Populasi yang digunakan adalah perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia. Jumlah sampel dalam penelitian ini sebanyak 57 perusahaan. Periode pengamatan dimulai dari tahun 2010 hingga 2019. Peneliti menggunakan metode ordinary least square robust estimator. Hasil penelitian ini menunjukkan bahwa hanya liquidity dan volatility yang mempengaruhi capital structure. Hal ini mengindikasikan bahwa perusahaan manufaktur di Indonesia cenderung menganut pecking order theory. Sementara itu, profitability dipengaruhi oleh capital structure, tangibility, liquidity, dan uniqueness. Terakhir, stock returns secara signifikan dipengaruhi oleh profitability, capital structure, dan liquidity.

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In doing its business, every company must have the main goal of maximizing profit by considering the funding strategy it has. High profits can reflect a company that has good performance and can give investors a sense of optimism to buy its stock. Manufacturing companies are the dominant sector that contributes to the Indonesian economy, which can be seen from the manufacturing added value. This research aims to know the effect of tangibility, liquidity, volatility, and uniqueness on capital structure, profitability, and stock return and the relationship between the three dependent variables with firm size and growth opportunity as control variables. The population used are manufacturing companies listed on the Indonesia Stock Exchange. The number of samples in this study are 57 companies. The observation period starts from 2010 to 2019. Researcher uses the ordinary least square robust estimator methods. The results of this study indicate that only liquidity and volatility that affect the capital structure. This indicates that manufacturing companies in Indonesia tend to adhere to the pecking order theory. Meanwhile, profitability is influenced by capital structure, tangibility, liquidity, and uniqueness. Lastly, stock returns are significantly affected by profitability, capital structure, and liquidity."