An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models

Deniz Arslan; Hikmet Bayırtepe

TR EN

An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models

Abstract

In this study, the stability property which is one of the basic characteristics of the bituminous hot mixtures was aimed to be predicted through the physical properties of the mixtures and the materials used. A data set of 4680 observations relating to the briquette and core samples were collected by this aim. Regression, principal component, cluster and discriminant analyses were performed on the data set. Cluster analysis has shown that the data set can be divided into four main clusters. This outcome was also wholly supported by the discriminant analysis. According to the stepwise regression results, the variance of the stability was determined to be explained up to 73.8 % by the independent variables.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Deniz Arslan This is me

Hikmet Bayırtepe This is me

Publication Date

June 1, 2016

Submission Date

June 1, 2016

Acceptance Date

-

Published in Issue

Year 2016 Volume: 2 Number: 2

IZ

https://izlik.org/JA66FL26RU

Cite

RIS / Bibtex

APA

Arslan, D., & Bayırtepe, H. (2016). An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models. Gazi Journal of Engineering Sciences, 2(2), 77-89. https://izlik.org/JA66FL26RU

AMA

1.Arslan D, Bayırtepe H. An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models. GJES. 2016;2(2):77-89. https://izlik.org/JA66FL26RU

Chicago

Arslan, Deniz, and Hikmet Bayırtepe. 2016. “An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models”. Gazi Journal of Engineering Sciences 2 (2): 77-89. https://izlik.org/JA66FL26RU.

EndNote

Arslan D, Bayırtepe H (June 1, 2016) An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models. Gazi Journal of Engineering Sciences 2 2 77–89.

IEEE

[1]D. Arslan and H. Bayırtepe, “An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models”, GJES, vol. 2, no. 2, pp. 77–89, June 2016, [Online]. Available: https://izlik.org/JA66FL26RU

ISNAD

Arslan, Deniz - Bayırtepe, Hikmet. “An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models”. Gazi Journal of Engineering Sciences 2/2 (June 1, 2016): 77-89. https://izlik.org/JA66FL26RU.

JAMA

1.Arslan D, Bayırtepe H. An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models. GJES. 2016;2:77–89.

MLA

Arslan, Deniz, and Hikmet Bayırtepe. “An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models”. Gazi Journal of Engineering Sciences, vol. 2, no. 2, June 2016, pp. 77-89, https://izlik.org/JA66FL26RU.

Vancouver

1.Deniz Arslan, Hikmet Bayırtepe. An Investigation About Prediction of Stability Property of Bituminous Hot Mixtures by Regression Models. GJES [Internet]. 2016 Jun. 1;2(2):77-89. Available from: https://izlik.org/JA66FL26RU