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Abstrak :
The aims of this study were to analyze for the pattern diversity of organizational innovation capability building and what factor caused it among Small and Medium Business (SMB) in Semarang. The study used seven factors of determinant of innovation capability. The factor were human resource capability, technology usage, external interactions, marketing capability, production/operation capability, new product development and research and development. The study also propose 2 (two) factors that were used to test what factors causes the pattern diversity of innovation capability building. The factors are business size and business age. Based on literatures reviews and questionnaire result , for 101 managers of SMB and t-tets analize, succed that business size caused pattern diversitty of organizational innovation capability building among SMB for four factors. The factors were human resource capability, technology usage, marketing capability and research and development. The followed analysis, business age caused pattern diversity of organizational innovation capability building among SMB for four factors. The factors were external interaction, marketing capability, technology usage and research and development.

Abstrak :
[ABSTRAK
Tujuan 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. ABSTRACT
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. , 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. ]

Abstrak :
Penelitian ini mengembangkan model tiga faktor Fama dan French dengan menambahkan faktor likuiditas yaitu Amihud illiquidity. Dalam segi penelitian empiris, penelitian ini mengisi bukti empiris lain mengenai efek dari beta pasar, size, value, dan likuiditas terhadap excess return saham di Indonesia. Penelitian ini menggunakan regresi OLS dengan data bulanan time-series selama 10 tahun dan menggunkaan dummy untuk membedakan periode non-krisis dan periode krisis. Hasil penelitian menyatakan bahwa beta pasar (excess market return) secara konsisten bernilai positif dan signifikan di seluruh portofolio, baik yang disortir berdasarkan size-illiquidity maupun yang berdasarkan book-to-market (BM)-illiquidity. SMB dapat menjelaskan ILLIQ begitupula sebaliknya, dan secara umum hipotesa yang diangkat dalam penelitian ini dapat diterima juga terdapat konsistensi pada SMB yang disortir berdasarkan size-illiquidity maupun BM-illiquidity yaitu dua dari enam bernilai tidak signifikan. Krisis subprime mortgage secara statistic tidak berpengaruh di duabelas portofolio yang dibentuk. Hasil penelitian mendukung penelitian Fama dan French (1992, 1993) dan penelitian Lam dan Tam (2011). ......This research explores Fama French three factor model by adding liquidity factor Amihud illiquidity. In the empirical side, this research filled the evidence about the effect from market beta, size, value, and liquidity to the stock excess return in Indonesia. This research uses OLS regression with monthly time series data over 10 years and use dummy variable to make difference in non-crisis period and crisis period. The results showed that market beta (excess market return) consistently positive and significant in each portfolios, when sorted by sizeilliquidity and book-to-market (BM)-illiquidity. SMB could explain ILLIQ and vice versa, and in general the hypothesis in this research are accepted, also there are consistency in SMB when sorted by size-illiquidity and also BM-illiquidity which are 2 out of six are not significant. Subprime mortgage crisis statistically has no effect in twelve portfolios built. The results supported Fama dan French (1992, 1993) and the results of Lam dan Tam (2011).

Abstrak :
Penelitian ini bertujuan untuk menguji return saham, dengan menggunakan Fama French Three Factor Model yang ditambahkan dengan variabel pertumbuhan total aset. Penelitian ini menggunakan regresi linier berganda pada 48 sampel saham di Bursa Efek Indonesia. Diperoleh bahwa penambahan variabel pertumbuhan total aset pada Fama French Three Factor Model membuat model memiliki kekuatan lebih baik dalam menjabarkan return saham, serta membuat seluruh variabel independen lainnya berpengaruh signifikan terhadap return saham. ...... This study aims to test stock returns by using Fama French Three Factor Model Augmented Asset Growth. This study is using multiple linear regressions on 48 samples of stocks in Indonesia Stock Exchange. From the results, we can conclude that Fama French Three Factor Model Augmented Asset Growth has more power to explain stock returns compared to Fama French Three Factor Model. Moreover, asset growth?s contribution to Fama French Three Factor Model causes all independent variables significantly affects the stock returns.