Missing data imputation framework for early childhood longitudinal data: a study case on NCDRC data

Missing data imputation framework for early childhood longitudinal data: a study case on NCDRC data

This research aims to develop an imputation framework for the National ChildhoodDevelopment Research Centre (NCDRC)s missing data. Missing data and other associatedissues, such as outliers, time points, noise, and continuity, were the main challenges in thisresearch. The nature of the NCDRC dataset...

Saved in:

书目详细资料
主要作者:	Al-Amoodi, Abdullah Hussien Abdullah
格式:	thesis
语言:	eng
出版:	2019
主题:
在线阅读:	https://ir.upsi.edu.my/detailsg.php?det=6762
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

Robust Random Regression Imputation method for missing data in the presence of outliers
由: John, Ahamefule Happy
出版: (2013)

An improved K-nearest neighbor with grasshopper optimization algorithm for missing data imputation /
由: Nadzurah Zainal Abidin
出版: (2020)

Enhanced k-nearest neighbours classification performance based on segmentation and imputation of missing data
由: Saeed, Soobia
出版: (2022)

An improved imputation method based on fuzzy c-means and particle swarm optimization for missing data
由: Samat, Nurul Ashikin
出版: (2017)

An enhanced robust association rules method for missing values imputation in Arabic language data set
由: Salem, Awsan Thabet
出版: (2023)

Data prediction and recalculation of missing data in soft set /
由: Khan, Muhammad Sadiq
出版: (2018)

Treatment of hydrological missing data : filling the missing gaps
由: Tang, Weng Yin
出版: (1994)

Empirical comparison of missing data techniques /
由: Ang, Li Wei
出版: (2001)

Imputation techniques for reliability analysis based on partly internal censored data /
由: Zyoud, Abdallah M. T.
出版: (2017)

The enhancement of normal ratio method through multiple imputation approach in estimating missing data with outliers for Peninsular Malaysian rainfall dataset / Siti Nur Zahrah Amin Burhanuddin
由: Amin Burhanuddin, Siti Nur Zahrah
出版: (2020)

Stochastic modelling of the growth of C. Acetobutylicum with missing data
由: Mohd. Lip, Norliana
出版: (2009)

Missing data problem in random electrocardiogram signal processing
由: Gan, Thiam Yee
出版: (2014)

Application of EM algorithm on missing categorical data analysis
由: Hasan, Noraini
出版: (2009)

Interval estimation of the concentration parameter and missing value imputation the von Mises distribution /
由: Nor Hafizah Moslim
出版: (2022)

Joint Modelling Of Longitudinal and Survival Data in Presence of Cure Fraction with Application to Cancer Patients’ Data
由: Salah, Khalid Ali
出版: (2008)

Methods of handling missing data with reference to rainfall in Peninsular Malaysia
由: Ho, Ming Kang
出版: (2014)

Gee-Smoothing Spline for Semiparametric Estimation of Longitudinal Categorical Data
由: Suliadi,
出版: (2011)

Survival modelling, missing values and frailty with application to cervical cancer data /
由: Nuradhiathy Abd Razak
出版: (2016)

The Impact of Missing Value Methods and Normalization Techniques on the Performance of Data Mining Models
由: Munirah, Yahya
出版: (2011)

Cold deck missing value imputation with a trust-based selection method of multiple web donors
由: Mohd Jaya, Mohd Izham
出版: (2018)

Missing tags detection algorithm for radio frequency identification (RFID) data stream
由: Zainudin, Nur 'Aifaa
出版: (2019)

Data filtering framework for preserving meaningful data records from streams of unstructured weather data
由: Al-Zyadat, Wa'el Jum'ah
出版: (2014)

Some conditions of the second-order spatial unilateral autoregressive moving average model and model parameters estimation for data with missing observations
由: Abdullah, Saidatulnisa
出版: (2013)

Assessment of [GIS] spatial interpolation methods in estimating rainfall missing data / Norazimah Hani Ismail
由: Ismail, Norazimah Hani
出版: (2018)

Time series support vector regression models with missing data treatments for water lavel prediction
由: Ibrahim, Noraini
出版: (2014)

Time series support vector regression models with missing data treatments for water level prediction
由: Ibrahim, Noraini
出版: (2014)

Confidence intervals (CI) for concentration parameter in von mises distribution and analysis of missing values for circular data /
由: Siti Fatimah Hassan
出版: (2015)

Open data framework for MTUN academics using open data license as mediator
由: Ismael, Siti Nur' Asyiqin
出版: (2022)

Data mining using CBA framework /
由: Ma, Yiming
出版: (2000)

A semantic data mediator framework to support automation of web services data mediation
由: Munusamy, Kanmani
出版: (2013)

A semantic data mediator framework to support automation of web services data mediation /
由: Kanmani Munusamy
出版: (2013)

Data Warehouse Design for Educational Data with Data Mining Application
由: Mukhtar, Nura
出版: (2010)

Long gap imputation in air quality (PM10) data set using improvised EOF-based method with roughness penalty approach / Shamihah Muhammad Ghazali
由: Muhammad Ghazali, Shamihah
出版: (2022)

The estimation on missing daily rainfall data at Machang and Ampang station using generalized linear model / Nurul Aishah Rahman
由: Rahman, Nurul Aishah
出版: (2019)

Framework To Enhance Veracity And Quality Of Big Data
由: Ridzuan, Fakhitah
出版: (2021)

Biodiversity data model using pyramid framework
由: Kamruzzaman, A. Z. M.
出版: (2007)

Design Data Warehouse for Medical Data
由: Jaber, Mustafa Musa
出版: (2010)

Bayesian analysis of partly interval censored data under competing risks framework using engineering data /
由: Yousif, Yosra Abd Elrahman Adam
出版: (2017)

Exploring parential involvement in early childhood education in Phillipines a case study
由: Bartolome, Melissa T.
出版: (2019)

Data transformation in the analysis of lifetime data /
由: Xu, Jianfeng
出版: (2002)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group