American Journal of Theoretical and Applied Statistics

Volume 9, Issue 4, July 2020

  • A Markov Regime Switching Approach of Estimating Volatility Using Nigerian Stock Market

    Yahaya Haruna Umar, Matthew Adeoye

    Issue: Volume 9, Issue 4, July 2020
    Pages: 80-89
    Received: Jan. 26, 2020
    Accepted: Apr. 07, 2020
    Published: May 28, 2020
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    Abstract: Understanding and forecasting the behavior of volatility in stock market has received significant attention among researchers and analysts in the last few decades due to its crucial roles in financial markets. Portfolios managers, option traders, and market makers are all interested in the possibility of forecasting, with a reasonable level of accu... Show More
  • Generalized Regression Control Chart for Monitoring Crop Production

    Olatunji Taofik Arowolo, Matthew Iwada Ekum

    Issue: Volume 9, Issue 4, July 2020
    Pages: 90-100
    Received: Jan. 31, 2020
    Accepted: Apr. 07, 2020
    Published: May 28, 2020
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    Abstract: Recently, Nigeria focused on Agriculture as a way to diversify her economy. Crop production, which is a proxy to measure agricultural output is considered very important. So, controlling crop production (output) among states in Nigeria is very key. In this study, the generalized regression control chart was used rather than the conventional control... Show More
  • Exploring Data-Reflection Technique in Nonparametric Regression Estimation of Finite Population Total: An Empirical Study

    Langat Reuben Cheruiyot

    Issue: Volume 9, Issue 4, July 2020
    Pages: 101-105
    Received: May 06, 2020
    Accepted: May 25, 2020
    Published: Jun. 03, 2020
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    Abstract: In survey sampling statisticians often make estimation of population parameters. This can be done using a number of the available approaches which include design-based, model-based, model-assisted or randomization-assisted model based approach. In this paper regression estimation under model based approach has been studied. In regression estimation... Show More
  • Panel Data Analysis of International Trade in West African Sub Region

    Yahaya Haruna Umar, Bamanga Muhammad, Udeme Omoren

    Issue: Volume 9, Issue 4, July 2020
    Pages: 106-120
    Received: Feb. 02, 2020
    Accepted: Mar. 02, 2020
    Published: Jun. 04, 2020
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    Abstract: West African countries have suffered so much under poor economic growth rate; this issue is largely caused as a result of the poor performance in international trade, which is one of the most essential tools for economic growth. The study investigated the factors influencing international trade in West African Sub region. A Pooled OLS, Fixed Effect... Show More
  • The Uniform Variants of the Glivenko-Cantelli and Donsker Type Theorems for a Sequential Integral Process of Independence

    Abdushukurov Abdurahim Ahmedovich, Kakadjanova Leyla Reshitovna

    Issue: Volume 9, Issue 4, July 2020
    Pages: 121-126
    Received: Feb. 15, 2020
    Accepted: May 22, 2020
    Published: Jun. 04, 2020
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    Abstract: In the analysis of statistical data in biomedical treatments, engineering, insurance, demography, and also in other areas of practical researches, the random variables of interest take their possible values depending on the implementation of certain events. So in tests of physical systems (or individuals) on duration of uptime values of operating s... Show More
  • Quality Characterisation and Capability Assessment of a Tobacco Company

    Adepeju Opaleye, Oladunni Okunade, Taiwo Adedeji, Victor Oladokun

    Issue: Volume 9, Issue 4, July 2020
    Pages: 127-135
    Received: May 11, 2020
    Accepted: May 28, 2020
    Published: Jun. 17, 2020
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    Abstract: This is an empirical study on the application of SPC techniques for monitoring and detecting variation in the quality of locally produced tobacco in Nigeria. The result provides base evidence for intervention in the quality behavior of the heavily automated tobacco production process in which slight undetected deviation can result in significant wa... Show More
  • An Analysis of Some Physical Features of Babies at Birth (A Case Study of Federal Medical Centre, Umuahia)

    Henrietta Ebele Oranye, Kingsley Chinedu Arum, Agnes Nneoma Kalu

    Issue: Volume 9, Issue 4, July 2020
    Pages: 136-142
    Received: Jul. 01, 2019
    Accepted: Aug. 16, 2019
    Published: Jul. 06, 2020
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    Abstract: New born baby is a gift from God and what a newborn baby looks like is not a baby model, rather a newborn baby looks varies from baby to baby in terms of weight, height and head circumferences. In this research, a sample of 200 male and female babies was used for the analysis. The aim is to identify if there is a significant difference between the ... Show More
  • Time Series Modeling and Forecasting of Somaliland Consumer Price Index: A Comparison of ARIMA and Regression with ARIMA Errors

    Jama Mohamed

    Issue: Volume 9, Issue 4, July 2020
    Pages: 143-153
    Received: Jun. 11, 2020
    Accepted: Jun. 22, 2020
    Published: Jul. 13, 2020
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    Abstract: In recent years, the Consumer Price Index (CPI) prediction has attracted the attention of many researchers due to its excellent measurement of macroeconomic performance. It is an important index that is used to measure the rate of inflation or deflation of commodities. In this paper, Autoregressive Integrated Moving Average (ARIMA) and regression w... Show More
  • On Survival Function Estimation in Dependent Partially Informative Random Censorship

    Abdushukurov Abdurahim Ahmedovich, Bozorov Suxrob Baxodirovich

    Issue: Volume 9, Issue 4, July 2020
    Pages: 154-161
    Received: Jul. 08, 2020
    Accepted: Jul. 29, 2020
    Published: Aug. 10, 2020
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    Abstract: In such areas as bio-medicine, engineering and insurance researchers are interested in positive variables, which are expressed as a time until a certain event. But observed data may be incomplete, because it is censored. Moreover, the random variables of interest (lifetimes) and censoring times can be influenced by other variable, often called prog... Show More
  • Population Total Estimation in a Complex Survey by Nonparametric Model Calibration Using Penalty Function Method with Auxiliary Information Known at Cluster Levels

    Janiffer Mwende Nthiwa, Ali Salim Islam, Pius Nderitu Kihara

    Issue: Volume 9, Issue 4, July 2020
    Pages: 162-172
    Received: Jul. 16, 2020
    Accepted: Aug. 08, 2020
    Published: Aug. 19, 2020
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    Abstract: Nonparametric methods are rich classes of statistical tools that have gained acceptance in most areas of statistics. They have been used in the past by researchers to fit missing values in the presence of auxiliary variables in a sampling survey. Nonparametric methods have been preferred to parametric methods because they make it possible to analyz... Show More