Understanding the dynamics of post-surgical recovery and its predictors in resource-limited settings: a prospective cohort study by Awoke Fetahi Woudneh

“…Socioeconomic status also significantly influenced recovery time. The model fit statistics indicated a robust model, with the unstructured covariance structure providing the best fit. …”
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Potassium Adsorption Phenomenon in Calcareous Soils of Shahrazur Plain by Kamil Sabir Saeed

“…The results show that the amount of adsorbed K ranged between (45.78 to 52.49) % added K. The Freundlich model fit the equilibrium K adsorption data better for the Serwan location of soil (silty loam), as demonstrated by a greater coefficient of determination (R2 =0.90). …”
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Internal controls, corporate governance and fi nancial performance of MFIs in Uganda by Abanis, Turyahebwa, Byamukama, Eliab Mpora, Arthur, Sunday

“…The findings display a good model fit and fig.2 defines the model of internal controls and corporate governance on financial performance of MFIs in Uganda and is comprised of 3 magnitudes of Internal Controls in terms of Control Environment, Control Activities, Risk Assessment as well as corporate governance and their predictive power on financial performance of MFIs in Uganda. …”
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Capital Structure, Investment Decision and Financial Performance of SMEs in Uganda A Case of Central Uganda by Turyahebwa, Abanis

“…From the results, we confirm that capital structure, investment decision, predict up to 66.2% of the change in financial performance of Small and Medium Enterprises in Central Uganda The results show good model fits and fig.2 defines the model of capital structure and investment decisions on financial performance of SMEs in Uganda and is encompassed of 4 proportions of capital structure in terms of Equity, Long term Debt, Short term debt as well as investment decisions and their predictive power on financial performance of SMEs in Uganda. …”
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Internal controls, corporate governance and fi nancial performance of MFIs in Uganda by Abanis, Turyahebwa, Eliab, Byamukama Mpora, Arthur, Sunday

“…The findings display a good model fit and fig.2 defines the model of internal controls and corporate governance on financial performance of MFIs in Uganda and is comprised of 3 magnitudes of Internal Controls in terms of Control Environment, Control Activities, Risk Assessment as well as corporate governance and their predictive power on financial performance of MFIs in Uganda. …”
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Assessing self-determined motivation for drinking alcohol via the Comprehensive Relative Autonomy Index for Drinking by Jimikaye Beck Courtney, Jimikaye Beck Courtney, Michael A. Russell, David E. Conroy, David E. Conroy

“…In Sample 2 (n = 356), a confirmatory factor analysis confirmed that the 19-item model fit was comparable to Sample 1.DiscussionThis study provides evidence for the structural validity of CRAI-Drinking scores for assessing SDT-based behavioral regulations for drinking in adults.…”
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Unraveling Abnormal Thermal Quenching of Sub‐Gap Emission in β‐Ga2O3 by Zhengpeng Wang, Fei Tang, Fang‐Fang Ren, Hongwei Liang, Xiangyuan Cui, Shijie Xu, Shulin Gu, Rong Zhang, Youdou Zheng, Jiandong Ye

“…The semi‐classical quantum theory models fitting proves the transition from green to UV emissions with elevated temperature. …”
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Performance of Poly(Styrene—Divinylbenzene) Magnetic Porous Microspheres Prepared by Suspension Polymerization for the Adsorption of 2, 4-Dichlorophenol and 2, 6-Dichlorophenol fro... by Ping Yu, Qilong Sun, Jianming Pan, Zhenjiang Tan, Jiangdong Dai, Yongsheng Yan, Feng Cheng

“…It was found that the Langmuir isotherm model fitted the equilibrium data superior to the Freundlich model. …”
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Investigation of the validity, reliability and psychometric properties of the Turkish version of the Ottawa sitting scale in patients with Parkinson’s disease by Aysu Yetiş, Mehmet Canli, Nazım Tolgahan Yildiz, Hikmet Kocaman, Hasan Yildirim, Şafak Kuzu, İrem Valamur, Selcen Duran

“…The good fit determined according to the model fit criteria based on the CFA results confirmed the structural validity. …”
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Determining sensory drivers of complex metadescriptors through regression modelling by Emily Fisher, Charles Diako, Rebecca Shingleton, Sidsel Jensen, Joanne Hort

“…LASSO and PLSR were compared for their predictive ability and attributes retained using sensory attributes (trained panel) as predictors and creaminess ratings (consumers) as the response variable.LASSO identified four key sensory attributes with a good model fit (R2 = 0.951), while PLSR suggested thirteen (R2 = 0.933). …”
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Evaluation of Roundabout Safety Performance through Surrogate Safety Measures from Microsimulation by Orazio Giuffrè, Anna Granà, Maria Luisa Tumminello, Tullio Giuffrè, Salvatore Trubia, Antonino Sferlazza, Marko Rencelj

“…Goodness-of-fit criteria highlighted how well the model fitted the set of observations also better than the SSAM predictive model. …”
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Personality organization and anxiety symptoms: Investigating the mediation of perfectionism by Krisztina Csáky-Pallavicini, Zsolt Horváth, Zsolt Unoka, Bernadette Kun, Zsolt Demetrovics

“…Results: A bifactor model with three specific factors showed the most optimal levels of model fit for the IPO-16. Only the general personality dysfunction factor was characterized by high levels of internal reliability. …”
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Mathematical Modeling of Public Opinions: Parameter Estimation, Sensitivity Analysis, and Model Uncertainty Using an Agree-Disagree Opinion Model by Sara Bidah, Omar Zakary, Mostafa Rachik, Hanane Ferjouchia

“…In the first poll, we consider only 31 weeks to estimate the parameters of the model, and then, we compare the rest of the data with the outcome of the model over the remaining 21 weeks. We show that our model fits correctly the real data. The second poll data is collected for 115 weeks. …”
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Appropriateness and inappropriate medication predictors of stress ulcer prophylaxis in the intensive care unit by Pan Zhang, Siyang Wang, Tingting Zhi, Naobei Ye, Haonan Sun, Xingyu Qin, Shuhan Xu, Ruiqin Zhang

“…The efficacy of this predictive model was assessed through the use of the Receiver Operating Characteristic Curve (ROC), while the Hosmer test was utilized to evaluate the model fit.ResultsThis study included a total of 651 patient cases that met the inclusion criteria. …”
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Developing and validating an Interdisciplinary Teaching Readiness Scale (ITRS) for pre-service teachers in China. by Xin Wang, Lei Yuan, Shuang Li, Haoyuan Yu, Pan Tuo, Yongxiang Du, Baohui Zhang

“…CFA on Sample B demonstrated a good model fit (GMIN/DF = 4.189, RMSEA = 0.077, GFI = 0.852, AGFI = 0.821, NFI = 0.939, RFI = 0.932, CFI = 0.953, IFI = 0.953). …”
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Time to recovery from visceral leishmaniasis and its predictors of mature visceral leishmaniasis patients admitted at Metema Hospital, Metema, Ethiopia by Habitamu Wudu, Chekol Alemu

“…The Cox proportional hazard model assumption and model fitness were checked and used to identify statistical association predictors in VL patients. …”
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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. …”
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The Intervening Factors of Evidence-Based Educational Policy in the Education and Promotion of Students' Health and Their Evaluation from the Point of View of Experts: A Mixed Stud... by Parisa Mohammadi, Behnam Talebi, Mahasti Alizadeh

“…In order to ensure the accuracy of information in the qualitative phase, triangulation method was used, and in the quantitative phase, data model fit evaluation was conducted using first-order and second-order confirmatory factor analyses. …”
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Forest stand height predicted from ICESat-2 ATLAS data for forest inventory and comparison to airborne laser scanning metrics by Lang Mait, Tampuu Tauri, Trofimov Heido

“…All the predictive variables (except the geographic location) were significant in canopy height models, and the best models fitted HICESat with R2=95% and δ=1.6 m, however, there was no notable increase in R2 if more predictors than HALS were added in the models. …”
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Development and validation of the gift reciprocation anxiety scale (GRAS) for youths and adults in intimate relationships by Mohd. Ashik Shahrier, Shakira Khatun

“…Next, the adequacy of the data for factor analysis was checked and exploratory factor analysis (EFA) was done, extracting a single factor structure which was confirmed through the same factor retention using parallel analysis (PA). Model fit indices of confirmatory factor analysis (CFA) validated the unifactorial solution of GRAS. …”
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