**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**7233

# Search results for: regression models

##### 7233 New Segmentation of Piecewise Linear Regression Models Using Reversible Jump MCMC Algorithm

**Authors:**
Suparman

**Abstract:**

**Keywords:**
regression,
piecewise,
Bayesian,
reversible Jump MCMC

##### 7232 Application Difference between Cox and Logistic Regression Models

**Authors:**
Idrissa Kayijuka

**Abstract:**

**Keywords:**
logistic regression model,
Cox regression model,
survival analysis,
hazard ratio

##### 7231 Orthogonal Regression for Nonparametric Estimation of Errors-In-Variables Models

**Authors:**
Anastasiia Yu. Timofeeva

**Abstract:**

**Keywords:**
grade point average,
orthogonal regression,
penalized regression spline,
locally weighted regression

##### 7230 A Fuzzy Linear Regression Model Based on Dissemblance Index

**Authors:**
Shih-Pin Chen,
Shih-Syuan You

**Abstract:**

**Keywords:**
dissemblance index,
fuzzy linear regression,
graded mean integration,
mathematical programming

##### 7229 Use of Multistage Transition Regression Models for Credit Card Income Prediction

**Authors:**
Denys Osipenko,
Jonathan Crook

**Abstract:**

**Keywords:**
multinomial regression,
conditional logistic regression,
credit account state,
transition probability

##### 7228 The Strengths and Limitations of the Statistical Modeling of Complex Social Phenomenon: Focusing on SEM, Path Analysis, or Multiple Regression Models

**Authors:**
Jihye Jeon

**Abstract:**

**Keywords:**
multiple regression,
path analysis,
structural equation models,
statistical modeling,
social and psychological phenomenon

##### 7227 Robust Variable Selection Based on Schwarz Information Criterion for Linear Regression Models

**Authors:**
Shokrya Saleh A. Alshqaq,
Abdullah Ali H. Ahmadini

**Abstract:**

**Keywords:**
influence function,
robust variable selection,
robust regression,
Schwarz information criterion

##### 7226 Optimization of Slider Crank Mechanism Using Design of Experiments and Multi-Linear Regression

**Authors:**
Galal Elkobrosy,
Amr M. Abdelrazek,
Bassuny M. Elsouhily,
Mohamed E. Khidr

**Abstract:**

^{rd}degree to 1

^{st }degree and suggested valid predictions and stable explanations.

**Keywords:**
design of experiments,
regression analysis,
SI engine,
statistical modeling

##### 7225 A Learning-Based EM Mixture Regression Algorithm

**Authors:**
Yi-Cheng Tian,
Miin-Shen Yang

**Abstract:**

**Keywords:**
clustering,
EM algorithm,
Gaussian mixture model,
mixture regression model

##### 7224 Stock Market Prediction by Regression Model with Social Moods

**Authors:**
Masahiro Ohmura,
Koh Kakusho,
Takeshi Okadome

**Abstract:**

**Keywords:**
stock market prediction,
social moods,
regression model,
DJIA

##### 7223 Time Series Regression with Meta-Clusters

**Authors:**
Monika Chuchro

**Abstract:**

**Keywords:**
clustering,
data analysis,
data mining,
predictive models

##### 7222 Modelling and Maping Malnutrition Toddlers in Bojonegoro Regency with Mixed Geographically Weighted Regression Approach

**Authors:**
Elvira Mustikawati P.H.,
Iis Dewi Ratih,
Dita Amelia

**Abstract:**

##### 7221 Quantitative Structure-Activity Relationship Study of Some Quinoline Derivatives as Antimalarial Agents

**Authors:**
M. Ouassaf,
S. Belaid

**Abstract:**

**Keywords:**
antimalarial,
quinoline,
QSAR,
PCA,
MLR ,
MNLR,
MLR

##### 7220 Arabic Character Recognition Using Regression Curves with the Expectation Maximization Algorithm

**Authors:**
Abdullah A. AlShaher

**Abstract:**

^{nd}order of polynomials to model shapes within a training set. To estimate the regression models, we need to extract the required coefficients which describe the variations for a set of shape class. Hence, a least square method is used to estimate such modes. We then proceed by training these coefficients using the apparatus Expectation Maximization algorithm. Recognition is carried out by finding the least error landmarks displacement with respect to the model curves. Handwritten isolated Arabic characters are used to evaluate our approach.

**Keywords:**
character recognition,
regression curves,
handwritten Arabic letters,
expectation maximization algorithm

##### 7219 Generalized Extreme Value Regression with Binary Dependent Variable: An Application for Predicting Meteorological Drought Probabilities

**Authors:**
Retius Chifurira

**Abstract:**

**Keywords:**
generalized extreme value distribution,
general linear model,
mean annual rainfall,
meteorological drought probabilities

##### 7218 Predicting Survival in Cancer: How Cox Regression Model Compares to Artifial Neural Networks?

**Authors:**
Dalia Rimawi,
Walid Salameh,
Amal Al-Omari,
Hadeel AbdelKhaleq

**Abstract:**

**Keywords:**
Cox regression,
neural networks,
survival,
cancer.

##### 7217 Prediction of Energy Storage Areas for Static Photovoltaic System Using Irradiation and Regression Modelling

**Authors:**
Kisan Sarda,
Bhavika Shingote

**Abstract:**

**Keywords:**
semi parametric regression,
photovoltaic (PV) system,
regression modelling,
irradiation

##### 7216 A Study on Characteristics of Hedonic Price Models in Korea Based on Meta-Regression Analysis

**Authors:**
Minseo Jo

**Abstract:**

**Keywords:**
hedonic price model,
housing price,
meta-regression analysis,
characteristics

##### 7215 Behind Fuzzy Regression Approach: An Exploration Study

**Authors:**
Lavinia B. Dulla

**Abstract:**

**Keywords:**
fuzzy regression approach,
minimum fuzziness criterion,
interval regression,
prediction interval

##### 7214 Chemometric QSRR Evaluation of Behavior of s-Triazine Pesticides in Liquid Chromatography

**Authors:**
Lidija R. Jevrić,
Sanja O. Podunavac-Kuzmanović,
Strahinja Z. Kovačević

**Abstract:**

**Keywords:**
chemometrics,
classification analysis,
molecular descriptors,
pesticides,
regression analysis

##### 7213 Multiple Linear Regression for Rapid Estimation of Subsurface Resistivity from Apparent Resistivity Measurements

**Authors:**
Sabiu Bala Muhammad,
Rosli Saad

**Abstract:**

**Keywords:**
apparent resistivity,
depth,
horizontal location,
multiple linear regression,
true resistivity

##### 7212 Agriculture Yield Prediction Using Predictive Analytic Techniques

**Authors:**
Nagini Sabbineni,
Rajini T. V. Kanth,
B. V. Kiranmayee

**Abstract:**

**Keywords:**
agriculture yield growth,
agriculture yield prediction,
explorative data analysis,
predictive models,
regression models

##### 7211 Using the Bootstrap for Problems Statistics

**Authors:**
Brahim Boukabcha,
Amar Rebbouh

**Abstract:**

**Keywords:**
bootstrap,
error standard,
bias,
jackknife,
mean,
median,
variance,
confidence interval,
regression models

##### 7210 Landslide Susceptibility Mapping: A Comparison between Logistic Regression and Multivariate Adaptive Regression Spline Models in the Municipality of Oudka, Northern of Morocco

**Authors:**
S. Benchelha,
H. C. Aoudjehane,
M. Hakdaoui,
R. El Hamdouni,
H. Mansouri,
T. Benchelha,
M. Layelmam,
M. Alaoui

**Abstract:**

**Keywords:**
landslide susceptibility mapping,
regression logistic,
multivariate adaptive regression spline,
Oudka,
Taounate

##### 7209 Detecting Earnings Management via Statistical and Neural Networks Techniques

**Authors:**
Mohammad Namazi,
Mohammad Sadeghzadeh Maharluie

**Abstract:**

**Keywords:**
earnings management,
generalized linear regression,
neural networks multi-layer perceptron,
Tehran stock exchange

##### 7208 Forecasting Equity Premium Out-of-Sample with Sophisticated Regression Training Techniques

**Authors:**
Jonathan Iworiso

**Abstract:**

**Keywords:**
regression training,
out-of-sample forecasts,
expanding window,
statistical predictability,
economic significance,
utility gains

##### 7207 Internet Purchases in European Union Countries: Multiple Linear Regression Approach

**Authors:**
Ksenija Dumičić,
Anita Čeh Časni,
Irena Palić

**Abstract:**

**Keywords:**
European union,
Internet purchases,
multiple linear regression model,
outlier

##### 7206 Optimization of Machine Learning Regression Results: An Application on Health Expenditures

**Authors:**
Songul Cinaroglu

**Abstract:**

**Keywords:**
machine learning,
lasso regression,
random forest regression,
support vector regression,
hyperparameter tuning,
health expenditure

##### 7205 Switched System Diagnosis Based on Intelligent State Filtering with Unknown Models

**Authors:**
Nada Slimane,
Foued Theljani,
Faouzi Bouani

**Abstract:**

**Keywords:**
clustering,
diagnosis,
Kalman Filtering,
k-means,
regularized regression

##### 7204 Generalized Additive Model for Estimating Propensity Score

**Authors:**
Tahmidul Islam

**Abstract:**

**Keywords:**
accuracy,
covariate balances,
generalized additive model,
logistic regression,
non-linearity,
propensity score matching