768 research outputs found

    Studies on growth and efficiency of food utilization in rats

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    #1. Inbreeding with selection for high Efficiency Quotient has been practised on four families of rats. Together with their controls, a total of one hundred eleven rats have been individually fed for a period of eight weeks. #2. A close relation has been found to exists between E.Q. and rate of gain. The influence of initial weight and food consumption has been much smaller. Similar results have been obtained from both sexes, and the indications are that rate of gain is an effective criterion by which to judge efficiency. #3. A clear sex difference in the level of food utilization has been observed. The lower efficiency of the females may be attributed to the ener value of their tissues, the inhibiting effect of ovary on growth, and also possibly to their greater spontaneous activity

    Statistical Research on Covariate Matching, Monotone Functional Data and Binary Spatio-temporal Data Modeling

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    This dissertation consists of three studies in different fields. (1) The first study aims to evaluate the effect of wind turbine upgrades by devising a covariate matching method. The proposed method performs straightforward comparison between treated and non-treated outputs by re-organizing data records as if they were designed by randomized experiment. Also, it considers multi-dependencies of dynamic atmosphere conditions by taking into account the priority order and interaction effect of factors. (2) The second study proposes the functional data model to estimate a collection of monotone curves observed on an irregular and sparse grid. By integrating functional principal component analysis, not only does the model describe the variation of curves by few important functions but also it jointly estimates numerous monotone curves having a mean trend as well as individual-specific features. Simulation study validates its superiority to other classical approaches. (3) The last study investigates spatio-temporal binary data with a goal of describing infectious disease spreading pattern. An autologistic regressive model is proposed to illustrate spatial dependence and predict the progression over space and time. The accuracy of model estimation is verified by simulation study. Additionally, a hidden Markov network model is established from a slightly different standpoint on given data

    Statistical Research on Covariate Matching, Monotone Functional Data and Binary Spatio-temporal Data Modeling

    Get PDF
    This dissertation consists of three studies in different fields. (1) The first study aims to evaluate the effect of wind turbine upgrades by devising a covariate matching method. The proposed method performs straightforward comparison between treated and non-treated outputs by re-organizing data records as if they were designed by randomized experiment. Also, it considers multi-dependencies of dynamic atmosphere conditions by taking into account the priority order and interaction effect of factors. (2) The second study proposes the functional data model to estimate a collection of monotone curves observed on an irregular and sparse grid. By integrating functional principal component analysis, not only does the model describe the variation of curves by few important functions but also it jointly estimates numerous monotone curves having a mean trend as well as individual-specific features. Simulation study validates its superiority to other classical approaches. (3) The last study investigates spatio-temporal binary data with a goal of describing infectious disease spreading pattern. An autologistic regressive model is proposed to illustrate spatial dependence and predict the progression over space and time. The accuracy of model estimation is verified by simulation study. Additionally, a hidden Markov network model is established from a slightly different standpoint on given data

    Circuit Breaker Module

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    The circuit breaker module for this design project is a proof of concept that demonstrates the functionality, feasibility, and attainability of a consumer grade power systems analysis device suitable for college laboratory use. The goal of this project was to create the final iteration of a module that has been developed and refined over the course of previous years. The Cal Poly Electrical Engineering Department intends to use this design to produce circuit breaker modules intended for fault analysis. With the current changes made to the previous modules, the current circuit breaker is lighter, safer, and more universally reproducible. The use of a generic plastic enclosure ensures that others outside of Cal Poly may find the means to build this module themselves. The redesign of the faceplate was done to prevent module users from touching exposed live wires when trying to reach the mechanical switch. Finally, more affordable, adequate component alternatives were found so that Cal Poly will be able to reproduce this design for years to come

    日本の普通学校と聾学校における生徒の経験および学習結果の比較研究

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