Using Multivariate Adaptive Regression Splines to Estimate the Body Weight of Savanna Goats

Using Multivariate Adaptive Regression Splines to Estimate the Body Weight of Savanna Goats

The Savanna goat breed is an indigenous goat breed in South Africa that is reared for meat production. Live body weight is an important tool for livestock management, selection and feeding. The use of multivariate adaptive regression splines (MARS) to predict the live body weight of Savanna goats re...

Full description

Bibliographic Details
Main Authors:	Lebo Trudy Rashijane, Kwena Mokoena, Thobela Louis Tyasi
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Series:	Animals
Subjects:	data mining algorithm linear body measurements goodness of fit correlation
Online Access:	https://www.mdpi.com/2076-2615/13/7/1146

Similar Items

Predicting body weight of South African Sussex cattle at weaning using multivariate adaptive regression splines and classification and regression tree data mining algorithms
by: Lubabalo Bila, et al.
Published: (2023-12-01)

Using multivariate adaptive regression splines and classification and regression tree data mining algorithms to predict body weight of Nguni cows
by: Victoria Rankotsane Hlokoe, et al.
Published: (2022-12-01)

Predicting body weight of Kalahari Red goats from linear body measurements using data mining algorithms
by: Kwena Mokoena, et al.
Published: (2022-07-01)

The Analysis of Internet Addiction Scale Using Multivariate Adaptive Regression Splines
by: M Kayri
Published: (2010-12-01)

COMPARISON OF SOME LINEAR BODY MEASUREMENT TRAITS OF LOCAL AND COMMERCIAL CHICKEN BREEDS OF SOUTH AFRICA
by: Thobela Louis Tyasi, et al.
Published: (2021-02-01)

Relación entre rasgos de mediciones corporales, rasgos de mediciones de la ubre y producción de leche de cabras Saanen en el distrito de Capricorn de Sudáfrica
by: Thlarihani Cynthia Makamu, et al.
Published: (2023-04-01)

Multivariate goodness-of-fit tests based on kernel density estimators
by: Aleksej Bakshaev, et al.
Published: (2015-10-01)

Measuring the Quality of Multivariate Statistical Models
by: Michał Trzęsiok
Published: (2018-12-01)

Regression tree analysis to predict body weight of South African non-descript goats raised at Syferkuil farm, Capricorn district of South Africa
by: Louis-Tyasi Thobela, et al.
Published: (2021-01-01)

ESTIMATION OF SEMIPARAMETRIC REGRESSION CURVE WITH MIXED ESTIMATOR OF MULTIVARIABLE LINEAR TRUNCATED SPLINE AND MULTIVARIABLE KERNEL
by: Hesikumalasari Hesikumalasari, et al.
Published: (2022-07-01)

Goodness-of-Fit Tests for Copulas of Multivariate Time Series
by: Bruno Rémillard
Published: (2017-03-01)

SIMPLE LINEAR AND MULTIPLE REGRESSION ANALYSES OF MORPHOLOGICAL TRAITS ON BODY WEIGHT IN FEMALE DORPER SHEEP LAMBS
by: Lebelo J. Selala, et al.
Published: (2021-10-01)

Software-Automatized Individual Lactation Model Fitting, Peak and Persistence and Bayesian Criteria Comparison for Milk Yield Genetic Studies in Murciano-Granadina Goats
by: María Gabriela Pizarro Inostroza, et al.
Published: (2020-09-01)

Goat Milk Nutritional Quality Software-Automatized Individual Curve Model Fitting, Shape Parameters Calculation and Bayesian Flexibility Criteria Comparison
by: María Gabriela Pizarro Inostroza, et al.
Published: (2020-09-01)

Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models
by: Pedro Henriques Abreu, et al.
Published: (2013-09-01)

Investigation of Egg Quality Characteristics Affecting Egg Weight of Lohmann Brown Hen with Data Mining Methods
by: Thobela Louis Tyasi, et al.
Published: (2024-03-01)

Bayesian regression with multivariate linear splines
by: Holmes, C, et al.
Published: (2001)

Poverty in Central Java using Multivariate Adaptive Regression Splines and Bootstrap Aggregating Multivariate Adaptive Regression Splines
by: Ria Dhea Layla Nur Karisma, et al.
Published: (2021-05-01)

Multivariate B-splines and the joint distributions of the circular serial correlation coefficients /
by: 295879 Hu, C. L., et al.
Published: (1982)

Smooth tests of goodness of fit : using R /
by: 325337 Rayner, J. C. W., et al.
Published: (2009)

The Use of Some Nonlinear Functions to Explain Growth in Japanese Quails with Multivariate Adaptive Regression Splines Algorithm
by: Cem Tırınk, et al.
Published: (2022-10-01)

Uncertainty Model for Total Solar Irradiance Estimation on Australian Rooftops
by: Al-Saadi Hassan, et al.
Published: (2017-01-01)

Multivariate Least Squares Regression using Interval-Valued Fuzzy Data and based on Extended Yao-Wu Signed Distance
by: Faezeh Torkian, et al.
Published: (2014-01-01)

Estimation Curve of Mixed Spline Truncated and Fourier Series Estimator for Geographically Weighted Nonparametric Regression
by: Lilis Laome, et al.
Published: (2022-12-01)

CORRELATION AND REGRESSION ANALYSIS OF THE IMPACT OF LEASING ON AGRICULTURAL PRODUCTION IN REPUBLIC OF SERBIA
by: Marijana Joksimović, et al.
Published: (2018-06-01)

Correlation and regression analysis of the impact of leasing on agricultural production in Republic of Serbia
by: Joksimović Marijana, et al.
Published: (2018-01-01)

Non-Parametric Regression and Riesz Estimators
by: Christos Kountzakis, et al.
Published: (2023-04-01)

MODEL LOG-LINIER G2 PADA OBSERVASI TRIVARIAT LENGKAP
by: I WAYAN SANTIYASA
Published: (2012-11-01)

Random regression models with B-splines to estimate genetic parameters for body weight of young bulls in performance tests
by: Daiane Cristina Becker Scalez, et al.
Published: (2018-07-01)

Phenotypic characterization of hair and honamli goats using classification tree algorithms and multivariate adaptive regression spline (mars)
by: Yasin ALTAY
Published: (2022-05-01)

Multivariate wind power curve modeling using multivariate adaptive regression splines and regression trees.
by: Khurram Mushtaq, et al.
Published: (2023-01-01)

14.32 Econometrics, Spring 2003
by: Angrist, Joshua David
Published: (2003)

Linear and Non-Linear Regression: Powerful and Very Important Forecasting Methods
by: Athanasios VASILOPOULOS
Published: (2015-12-01)

A multi-country comparison of stochastic models of breast cancer mortality with P-splines smoothing approach
by: Sumaira Mubarik, et al.
Published: (2020-12-01)

Computationally Efficient Goodness-of-Fit Tests for the Error Distribution in Nonparametric Regression
by: G.I. Rivas-Martínez, et al.
Published: (2018-02-01)

Logistic model outperforms allometric regression to estimate biomass of xerophytic shrubs
by: Jiemin Ma, et al.
Published: (2021-12-01)

FORECASTING OF (DEAD AND NON DEAD, DEATHS AND INJURIES) FOR TRAFFIC ACCIDENTS IN IRAQ USING AN OPTIMAL STATISTICAL MODELS
by: Nahla Hafidh Jawad
Published: (2017-05-01)

A comparison of residual diagnosis tools for diagnosing regression models for count data
by: Cindy Feng, et al.
Published: (2020-07-01)

Regression with Gaussian Mixture ModelsApplied to Track Fitting
by: Rudolf Frühwirth
Published: (2020-08-01)

On using Shannon entropy measure for formulating new weighted exponential distribution
by: Amjad D. Al-Nasser, et al.
Published: (2022-12-01)