Variable Selection in Data Analysis: A Synthetic Data Toolkit by Mitra, Rohan

“…Variable (feature) selection plays an important role in data analysis and mathematical modeling. …”
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Factors Influencing the Magnitude and Clinical Significance of Drug Interactions Between Azole Antifungals and Select Immunosuppressants by Saad, Aline

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A Multi-Feature Based Approach Incorporating Variable Thresholds for Detecting Price Spikes in the National Electricity Market of Australia by Dao H. Vu (19570225)

Nested ensemble selection: An effective hybrid feature selection method by Kamalov, Firuz

“…Furthermore, we provide a robust heuristic for identifying the optimal number of selected features which remains one of the greatest challenges in feature selection. …”
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Bacteriuria in pregnancy varies with the ambiance: a retrospective observational study at a tertiary hospital in Doha, Qatar by Fathima Minisha (14585369)

“…A sample of 1588 pregnant women delivering between June 2012 and March 2013 was randomly selected. Meteorological variables including ambient average daily temperature and humidity were sourced from online meteorological data, and patient information such as demographic data, urine culture results and bacterial isolates were collected from patient files. …”

Development of Seed Variables Prediction Models for Use in Dynamic Backcalculation of FWD Data by Nasr, Cynthia

“…Yet, this process is most likely unstable and is prone to numerous errors including the selection of relevant seed variables. The selected seed-variables hold significant consequences on the-final backcalculated-results. …”
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Critical Review of the Evolution of Project Delivery Methods in the Construction Industry by Ahmed, Salma

“…Selecting the appropriate project delivery method (PDM) is a very significant managerial decision that impacts the success of construction projects. …”
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Qatari national scholarships: University selectivity and student outcomes by Ramzi Nasser (10099940)

“…A Kruskal-Wallis analysis was conducted using the selectivity of university as an independent variable and graduation status (whether they were terminated or graduated) on student university achievement and time of study. …”

A Bayesian Approach to Feature Selection in Classification Problems by Emarly, Maher

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Walking around the preferred speed: examination of metabolic, perceptual, spatiotemporal and stability parameters by Lina Majed (7485380)

“…Results indicated a significant main effect of speed on all studied variables. …”

Development of highly active Cu-based CO₂ hydrogenation catalysts by solution combustion synthesis (SCS): Effects of synthesis variables by Sardar Ali (9503753)

“…<p dir="ltr">This work investigates the effects of solution combustion synthesis (SCS) variables on the performance of copper-based catalysts for CO₂ hydrogenation to methanol. …”

Invasive Milk Thistle (Silybum marianum (L.) Gaertn.) Causes Habitat Homogenization and Affects the Spatial Distribution of Vegetation in the Semi-Arid Regions of Northern Pakistan by Nasrullah Khan (13778350)

“…The community composition significantly changes with changes in invasion intensity. …”

Teachers’ Job Satisfaction in Instructional Delivery Modalities, and the Role of School Leaders: a Study among Selected Private Schools in Abu Dhabi. by YAHYA, AHMAD

“…The result of the data analysis confirmed that there is a significant association between the new variable, teaching modality, and teachers’ job satisfaction. …”
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Studying the impact of an energy retrofit of a UAE-based existing building by adding intelligent valves on the main chilled water risers and reconfigure the chilled water pumps to... by MAHMOUD, ABDALLAH

“…With that being said, this research aims to provide reliable information and outputs on the best practice of operating chilled water network for a UAE-based building by converting the constant primary network to a variable one in addition to solve permanently the building ΔT issues by replacing the conventional pressure dependent control valves and adding intelligent valves on the main risers and the main airside equipment for this selected building, aiming to be quite practical as could as possible and have the outcome of combining both measures together, accordingly, the results show a potential energy saving on the range of 14-21% on the conservative side by applying the suggested retrofit measures, which leads to approximately an energy cost of savings of at least half a million to seven hundred thousands of UAE dirhams along with simple payback of 3-4 years which is considered an attractive SPB period for investors on such fields. …”
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Comparison of the Incidence and Magnitude of Hyponatremia Among Patients With Poststroke Depression Receiving Either Escitalopram or Sertraline by Lina Naseralallah (14146465)

“…There was no significant difference between treatment arms regarding the incidence or magnitude of hyponatremia. …”

A Study on the Factors Affecting the Auto Indices of the Indian Stock Markets – An ARDL Cointegration Approach by Alexander, Rhoda

“…The aim of this study is to analyze the relationship between selected macroeconomic variables and auto indices of the two major Indian stock markets (viz. …”
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Exploring the Critical Success Criteria and Factors of Adopting Technological Innovation in the U.A.E Public Sectors by Al Marzooqi, Hanan Ibrahim Ahmed

“…Quantitative methods are implemented to evaluate the research variables and explain the significant effect of project criteria and project factors on the success or failure of innovative projects through 20 federal government departments in U.A.E. …”
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Contribution of Soft Skills Set of Project Managers on the Benefits Realization Management Process in the Construction Industry in UAE by Ensari, Suleyman

“…Descriptive research design is considered to explain variations in the dependent variable, benefit realization management process by independent variables selected soft skills of project managers. …”
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Vegetation analysis and environmental indicators of an arid tropical forest ecosystem of Pakistan by Muhammad Majeed (5707736)

“…Similarly, plant diversity patterns were found strongly associated with the selected local environmental conditions. This study concluded that distance from the river (a potential leading proxy of ground water table depth) is relatively more important than the rainfall variability in this tropical arid area. …”

On the Relationship Between Macroeconomic Factors and S&PBSEAuto Index: An ARDL Approach by Alexander, Rhoda

“…This study aims to explore the relationship between selected macroeco nomic variables and the S&P BSE Auto index between January 2017 and August 2019, when the automotive industry in India recorded its biggest slump in sales. …”
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