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Topics in Qualitative Randomized Response Modeling

Thesis Info

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Author

Shah, Said Farooq

Program

PhD

Institute

Quaid-I-Azam University

City

Islamabad

Province

Islamabad.

Country

Pakistan

Thesis Completing Year

2019

Thesis Completion Status

Completed

Subject

Statistics

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/12504/1/said%20farooq%20shah%20statistics%202019%20qau%20isb%20prr.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727618176

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A growing interest of researchers from diverse fields of inquiry, interlocking social sciences, marketing research and pattern recognition, can be witnessed in study of hidden aspects of individuals. The motivation of this thesis is consistent with the urge of attaining more valid data in survey-based research but with prime focus of quantification of sensitive attributes prevalent in a population. The objectives of facilitating the efforts of exploring stigmatized behaviors through surveys are met by pursuing the well celebrated randomized response approach of gathering information. Emphasizing on highly praised Kuk (1990) model, we propose suits of methods, reinforced with essential features of practical feasibility and capability of ensuring respondents’ privacy. Throughout this thesis, we report our findings in comparison with various contemporary techniques while considering variety of design parameters. A rich account of comparative performance evaluation of the proposed methods, defining the superior performance of the propositions with respect to contemporary models, is also provided. Recognizing the utility of complex sampling designs in practical research, we also offer the extensions of our work for stratified sampling design by suggesting a novel approach combining the responses from direct and indirect questioning approaches. Furthermore, applicability of randomized response approach is extended to generate masked paired comparisons data by proposing a new hybrid domain while taking clues from classic paired comparison model of Bradly and Terry (1952). Moreover, in this research we also explore strategies to pursue the statistical modeling of masked binary responses at multi-level by anticipating randomization procedure behind the extent of masking in the data. The applications of our propositions are delineated by using classic and vibrant data sets.
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106. Al-Quraysh/The (Tribe of) Quraysh

106. Al-Quraysh/The (Tribe of) Quraysh

I/We begin by the Blessed Name of Allah

The Immensely Merciful to all, The Infinitely Compassionate to everyone.

106:01
a. In gratitude for safeguarding the Tribe of Quraysh,

106:02
a. and for their security of annual trade journey of winter to Yemen and of summer to Palestine-Syria, on which their prosperity depended,

106:03
a. they should submit in awe and worship to Rabb - The Lord of this House of Ka’bah,

106:04
a. for HE is The One WHO provides them with food against impoverishment, and
b. gives them peace and security against fear/danger.

عصرحاضر کے مسائل کے بارے فتاوی میں احتیاط کے منہج کی عصری معنویت و اہمیت اسباب اور اصول و ضوابط

Fatwa is the easiest tool to explore the religious status of any newer problem faced by the public, though it is non-binding theory  by its nature still people rely on that and get it from any renowned scholar to for the sake of awareness and to support their religious background. The ultimate result in fatwa depends on the methodology adopted in it. Alike methodologies of  tashdeed and tasahul the precautionary methodology has also been practiced in the earlier stages of Islam  when the issues were not much complicated but in the era  we live in the newer are much complicated which need this methodology to be practiced. This study throws light on the concept of such methodology, on its reasons and principles. It concludes that the precautionary methodology of fatwa is based on shariah rules and its is admissible by its nature but when this methodology becomes the way to save a compulsory thing then it becomes compulsory and when adoption of this methodology becomes to strengthen a Haram action then adoption of this methodology becomes Haram.

Anti-Cancerous Metabolites and Extracellular Enzyme Production by Endophytic Penicillium and Paecilomyces Strains

Fungal endophytes colonize an important niche within the plants through secretion of secondary metabolites. The metabolites and extracellular enzymes produced by endophytic fungi regulate the growth of the host plant and contribute in defence mechanisms.The medicinal plants Caralluma acutangula and Boswellia sacra were used for the isolation of endophytic fungi. The endophytic fungi were identified as Penicillium citrinum, Paecilomyces variotii, Aspergillus nidulans, Fusarium oxysporum, Epicucum nigram, Penicillium purpurogenum, Penicillium spinulosum, Aspergillus caespitosus, Phoma and Alternaria sp. and were assessed for their potential to produce anti-cancerous metabolites by performing MTT assay and extracellular enzymes such as cellulases, phosphatases and glucosidases in growth media. P. variotii, P. citrinum and F. oxysporum showed significantly higher amount of phosphatases and glucosidases as compared to other strains. Additionally, P. variotii and F. oxysporum showed significantly higher potential of indole acetic acid production (tryptophan-dependent and independent pathways). ACC (1-Aminocyclopropane-1-carboxylate) deaminase results showed that P.citrinum, P. purpurogenum and P. Variotii had shown prominent ACC deaminase activity (300 nmol α- ketobutyrate mg-1h-1). Fluorescence-based MUB (4-methyl umbelliferone) standards were used to analyze the presence of extracellular enzymes glucosidase, phosphatase and cellulase. The bioactive secondary metabolites from endophytic P. citrinum also revealed some prominent results by performing MTT assay on breast cancer cell line (MCF-7). The current study concludes that these fungi are producing bioactive constituents that could provide unique niche of ecological adaptation by symbiosis and greatly contributing to the healthy life of their host plant. However, some of the endophytic fungi offer a great potential to produce anti-cancerous metabolites and extracellular enzymes.