Masters Statistics Final Year Project Research Topics

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LIST OF STATISTICS MASTERS PROJECT TOPICS AND MATERIALS
S/N	Project Topic
1	EXTENSION OF BURR V DISTRIBUTION: ITS PROPERTIES AND APPLICATION TO REAL-LIFE DATA Abstract More than a decades ago, a new general family of continuous distribution known as beta G Distribution was proposed. This new generator has been used to propose some distributions in recent years with simplified mathematical treatment. An extension of Burr V (BV) distribution was therefore proposed, using the logit of the beta random variable and some of its properties studied. The Probabi... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
2	EFFECT OF FEATURE SELECTION AND DATASET SIZE ON THE ACCURACY OF NAÏVE BAYESIAN CLASSIFIER AND LOGISTICS REGRESSION ABSTRACT Binary Logistics Regression and Naïve Bayesian classifier are two of the common classification modelling techniques that allow one to predict the category that a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known. We studied the classification performances of the two linear classification under dif... Continue Reading » Item Type & Format: Project Material - Ms Word \| 82 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
3	COMPARISM OF THE PENALIZED REGRESSION TECHNIQUES WITH CLASSICAL LEAST SQURES IN MINIMIZING THE EFFECT OF MULTICOLLINEARITY Abstract A penalized regression techniques which is a variable selectionhas been developed specifically to eliminate the problem of multicollinearity and also reduce the flaws inherent in the prediction accuracy of the classical ordinary least squares (OLS) regression technique. In this dissertation, we focus on the numerical study of four penalized regression methods. A diabetes dataset was used ... Continue Reading » Item Type & Format: Project Material - Ms Word \| 78 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
4	COMPARATIVE STUDY ON LOGIT AND PROBIT MODELS IN THE PREDICTION OF BRONCHO-PULMONARY DYSPLASIA STATUS OF INFANTS ABSTRACT Broncho Pulmonary Dysplasia (BPD) is a form of chronic lung disease that develops in preterm neonates treated with oxygen and positive pressure ventilation. The disease affects premature babies and contributes to their morbidity and mortality. This research seeks to fit and compare the predictive powers of Logistic Regression (Logit) Modeland Probability Regression (Probit) Model in track... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
5	A WEIBULL-NORMAL DISTRIBUTION: ITS PROPERTIES AND APPLICATIONS ABSTRACT TheNormal distribution is a very important and well known probability distribution for dealing with problems in several areas of life, however there are numerous situations when the assumption of normality is not validated by the data. In this work, we propose a new model calledWeibull Normal distribution, an extension of the normal distribution by adding two skewness parameters to the no... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
6	A STUDY ON THE PROPERTIES AND APPLICATIONS OF LOMAX-GOMPERTZ DISTRIBUTION ABSTRACT The Gompertz distribution can be skewed to the right or to the left. This dissertation introduces a new positively skewed Gompertz model known as Lomax Gompertz Distribution (LGD). This extension was possible with the aid of a Lomax generator.Some basic statistical propertiesof the new distribution such as moments, moment generating function, characteristics function, reliability analysis... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
7	LOANS AND ADVANCES EVALUATION WITH DISCRIMINANT ANALYSIS: A CASE STUDY OF FIVE COMMERCIAL BANKS ABSTRACT The study examined critical factors that discriminate between Non performing loans and advances and performing ones in commercial Banks. Non performing credits has been a major cankerworm that continuously affects the Nigerian Banking System. A linear discriminant function was developed after considering the eight factors responsible for discriminating between Performing credits and Non p... Continue Reading » Item Type & Format: Project Material - Ms Word \| 98 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
8	IMPACT OF GLOBAL FINANCIAL CRISIS ON CRUDE OIL PRICES, STOCK PRICES AND INFLATION RATES IN NIGERIA ABSTRACT This study explains the effects of financial crisis on crude oil prices, stock prices and inflation rates in Nigeria and the global markets. Data were obtained from major players in the financial and oil sectors of the economy. They were analyzed using statistical packages. The results showed that crude oil and stock prices were both increasing before the crisis and decreased during and a... Continue Reading » Item Type & Format: Project Material - Ms Word \| 84 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
9	STEPWISE PROCEDURES IN DISCRIMINANT ANALYSIS Abstract Several multivariate measurements require variables selection and ordering. Stepwise procedures ensure a step by step method through which these variables are selected and ordered usually for discrimination and classification purposes. Stepwise procedures in discriminant analysis show that only important variables are selected, while redundant variables (variables that contribute less in ... Continue Reading » Item Type & Format: Project Material - Ms Word \| 69 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
10	STATISTICAL MODELS OF DETERMINANTS OF BIRTH WEIGHT IN NKPOR AND ITS ENVIRONS, ANAMBRA STATE ABSTRACT Birth weight is an important indicator of child survival, future physical growth and mental development. Twenty million infants world wide representing 15.5% of all births are born with low birth weight, 95.6% of them in developing countries like Nigeria. This study investigates the determinants of birth weight and proposes a statistical model that can be useful in epidemiological studies... Continue Reading » Item Type & Format: Project Material - Ms Word \| 131 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT

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LIST OF STATISTICS MASTERS PROJECT TOPICS AND MATERIALS
S/N	Project Topic
1	EXTENSION OF BURR V DISTRIBUTION: ITS PROPERTIES AND APPLICATION TO REAL-LIFE DATA Abstract More than a decades ago, a new general family of continuous distribution known as beta G Distribution was proposed. This new generator has been used to propose some distributions in recent years with simplified mathematical treatment. An extension of Burr V (BV) distribution was therefore proposed, using the logit of the beta random variable and some of its properties studied. The Probabi... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
2	EFFECT OF FEATURE SELECTION AND DATASET SIZE ON THE ACCURACY OF NAÏVE BAYESIAN CLASSIFIER AND LOGISTICS REGRESSION ABSTRACT Binary Logistics Regression and Naïve Bayesian classifier are two of the common classification modelling techniques that allow one to predict the category that a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known. We studied the classification performances of the two linear classification under dif... Continue Reading » Item Type & Format: Project Material - Ms Word \| 82 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
3	COMPARISM OF THE PENALIZED REGRESSION TECHNIQUES WITH CLASSICAL LEAST SQURES IN MINIMIZING THE EFFECT OF MULTICOLLINEARITY Abstract A penalized regression techniques which is a variable selectionhas been developed specifically to eliminate the problem of multicollinearity and also reduce the flaws inherent in the prediction accuracy of the classical ordinary least squares (OLS) regression technique. In this dissertation, we focus on the numerical study of four penalized regression methods. A diabetes dataset was used ... Continue Reading » Item Type & Format: Project Material - Ms Word \| 78 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
4	COMPARATIVE STUDY ON LOGIT AND PROBIT MODELS IN THE PREDICTION OF BRONCHO-PULMONARY DYSPLASIA STATUS OF INFANTS ABSTRACT Broncho Pulmonary Dysplasia (BPD) is a form of chronic lung disease that develops in preterm neonates treated with oxygen and positive pressure ventilation. The disease affects premature babies and contributes to their morbidity and mortality. This research seeks to fit and compare the predictive powers of Logistic Regression (Logit) Modeland Probability Regression (Probit) Model in track... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
5	A WEIBULL-NORMAL DISTRIBUTION: ITS PROPERTIES AND APPLICATIONS ABSTRACT TheNormal distribution is a very important and well known probability distribution for dealing with problems in several areas of life, however there are numerous situations when the assumption of normality is not validated by the data. In this work, we propose a new model calledWeibull Normal distribution, an extension of the normal distribution by adding two skewness parameters to the no... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
6	A STUDY ON THE PROPERTIES AND APPLICATIONS OF LOMAX-GOMPERTZ DISTRIBUTION ABSTRACT The Gompertz distribution can be skewed to the right or to the left. This dissertation introduces a new positively skewed Gompertz model known as Lomax Gompertz Distribution (LGD). This extension was possible with the aid of a Lomax generator.Some basic statistical propertiesof the new distribution such as moments, moment generating function, characteristics function, reliability analysis... Continue Reading » Item Type & Format: Project Material - Ms Word \| 52 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
7	LOANS AND ADVANCES EVALUATION WITH DISCRIMINANT ANALYSIS: A CASE STUDY OF FIVE COMMERCIAL BANKS ABSTRACT The study examined critical factors that discriminate between Non performing loans and advances and performing ones in commercial Banks. Non performing credits has been a major cankerworm that continuously affects the Nigerian Banking System. A linear discriminant function was developed after considering the eight factors responsible for discriminating between Performing credits and Non p... Continue Reading » Item Type & Format: Project Material - Ms Word \| 98 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
8	IMPACT OF GLOBAL FINANCIAL CRISIS ON CRUDE OIL PRICES, STOCK PRICES AND INFLATION RATES IN NIGERIA ABSTRACT This study explains the effects of financial crisis on crude oil prices, stock prices and inflation rates in Nigeria and the global markets. Data were obtained from major players in the financial and oil sectors of the economy. They were analyzed using statistical packages. The results showed that crude oil and stock prices were both increasing before the crisis and decreased during and a... Continue Reading » Item Type & Format: Project Material - Ms Word \| 84 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
9	STEPWISE PROCEDURES IN DISCRIMINANT ANALYSIS Abstract Several multivariate measurements require variables selection and ordering. Stepwise procedures ensure a step by step method through which these variables are selected and ordered usually for discrimination and classification purposes. Stepwise procedures in discriminant analysis show that only important variables are selected, while redundant variables (variables that contribute less in ... Continue Reading » Item Type & Format: Project Material - Ms Word \| 69 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT
10	STATISTICAL MODELS OF DETERMINANTS OF BIRTH WEIGHT IN NKPOR AND ITS ENVIRONS, ANAMBRA STATE ABSTRACT Birth weight is an important indicator of child survival, future physical growth and mental development. Twenty million infants world wide representing 15.5% of all births are born with low birth weight, 95.6% of them in developing countries like Nigeria. This study investigates the determinants of birth weight and proposes a statistical model that can be useful in epidemiological studies... Continue Reading » Item Type & Format: Project Material - Ms Word \| 131 pages \| Instant Download \| Chapter 1-5 \| STATISTICS DEPARTMENT

Masters Statistics Final Year Project Research Topics

Quick Project Topic Search

EXTENSION OF BURR V DISTRIBUTION: ITS PROPERTIES AND APPLICATION TO REAL-LIFE DATA

EFFECT OF FEATURE SELECTION AND DATASET SIZE ON THE ACCURACY OF NAÏVE BAYESIAN CLASSIFIER AND LOGISTICS REGRESSION

COMPARISM OF THE PENALIZED REGRESSION TECHNIQUES WITH CLASSICAL LEAST SQURES IN MINIMIZING THE EFFECT OF MULTICOLLINEARITY

COMPARATIVE STUDY ON LOGIT AND PROBIT MODELS IN THE PREDICTION OF BRONCHO-PULMONARY DYSPLASIA STATUS OF INFANTS

A WEIBULL-NORMAL DISTRIBUTION: ITS PROPERTIES AND APPLICATIONS

A STUDY ON THE PROPERTIES AND APPLICATIONS OF LOMAX-GOMPERTZ DISTRIBUTION

LOANS AND ADVANCES EVALUATION WITH DISCRIMINANT ANALYSIS: A CASE STUDY OF FIVE COMMERCIAL BANKS

IMPACT OF GLOBAL FINANCIAL CRISIS ON CRUDE OIL PRICES, STOCK PRICES AND INFLATION RATES IN NIGERIA

STEPWISE PROCEDURES IN DISCRIMINANT ANALYSIS

STATISTICAL MODELS OF DETERMINANTS OF BIRTH WEIGHT IN NKPOR AND ITS ENVIRONS, ANAMBRA STATE

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