Incorporating Forest Mapping-Related Uncertainty into the Error Propagation of Wall-to-Wall Biomass Maps: A General Approach for Large and Small Areas by Hassan C. David, Alexander C. Vibrans, Rorai P. Martins-Neto, Ana Paula Dalla Corte, Sylvio Péllico Netto

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Proper conditional analysis in the presence of missing data: Application to large scale meta-analysis of tobacco use phenotypes. by Yu Jiang, Sai Chen, Daniel McGuire, Daniel McGuire, Fang Chen, Mengzhen Liu, William G Iacono, John K Hewitt, John E Hokanson, Kenneth Krauter, Markku Laakso, Kevin W Li, Sharon M Lutz, Matthew McGue, Anita Pandit, Gregory J M Zajac, Michael Boehnke, Goncalo R Abecasis, Scott I Vrieze, Xiaowei Zhan, Bibo Jiang, Dajiang J Liu

“…Through extensive analysis of simulated and real data, we showed that the new method produces well-calibrated type-I errors and is substantially more powerful than existing approaches. …”
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Internal and external risk factors analysis on pilot precondition in Indonesia [version 3; peer review: 3 approved] by Aria Kekalih, Imam Subekti, Wawan Mulyawan, Hervita Diatri, Widura Imam Mustopo, Tjhin Wiguna, Budi Sampurna, Inne Yuliawati

“…Abstract Background Pilot errors and preconditions are major concerns that affected by multiple factors physiologically, psychologically and psychosocially. …”
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Internal and external risk factors analysis on pilot precondition in Indonesia [version 2; peer review: 3 approved] by Aria Kekalih, Imam Subekti, Wawan Mulyawan, Hervita Diatri, Widura Imam Mustopo, Tjhin Wiguna, Budi Sampurna, Inne Yuliawati

“…Background Pilot errors and preconditions are major concerns that affected by multiple factors physiologically, psychologically and psychosocially. …”
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Research on Micro-Vibration Analysis of Segmented Telescope Based on Opto-Mechanical Integration by Kangmin Wen, Lingjie Wang, Xuefeng Zeng, Yang Liu, Wenyan Li, Lianqiang Wang, Wei Sha, Di Zhou

“…The interface tool is written by Matlab to achieve the calculation of rigid body displacement and real-time data interaction with Zemax. The results show that when the working wavelength is 1 μm, the optical system has a wavefront error Root-Mean-Square value of less than 0.071λ in 4 s. …”
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Detection of outliers in processing of small size data by B. C. Попукайло

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Research on Multi-Parameter Error Model of Backcalculated Modulus Using Abaqus Finite Element Batch Modeling Based on Python Language by Chunlong Xiong, Jiangmiao Yu, Xiaoning Zhang, Chuanxi Luo

“…Furthermore, a multi-parameter error model for modulus was established using multiple linear regression and variance analysis. …”
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Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? by Erich H. Witte, Ivo Ponocny

“…Further development of this tool into a meta-analysis 3.0 is necessary for this purpose which requires the validity of the independent variables in the primary studies, the reduction of the error variance of the dependent variables, a stability of the effects over the primary studies and a quantitative comparison between observed and predicted effects in the primary studies. …”
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Analysis of Receiver Operating Characteristic Curves for Cure Survival Data and Mismeasured Biomarkers by Li-Pang Chen

“…In applications, measurement errors are generally ubiquitous and ignoring measurement errors can cause unexpected bias for the estimator and lead to the wrong conclusion. …”
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Analysis of Drill String Whirling Characteristics Based on Near-Bit Measurement Data by Zhang Tao, Yang Zhenpeng, Li Jun, Wang Miaorui, Wang Mengfan, Guo Zixian

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Optimization of Three-Dimensional Model of Landscape Space Based on Big Data Analysis by Cuixia Wang

“…Based on this, this paper studies the optimization strategy of landscape space 3D model based on big data analysis. Based on the analysis of the establishment of the 3D model and the related algorithm research, this paper analyzes the optimal design of the 3D model under the background of big data. …”
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Data‐Driven Dynamic Modal Bias Analysis and Correction for Earth System Models by S. P. McGowan, N. L. Jones, W. S. P. Robertson, S. Balasuriya

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Energy-Economy Nexus in Emerging Economies: A Dynamic Panel Data Analysis by Gulzar Khan, Sadia Safdar, Azra Khan

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Analysis of VLC efficiency in optical wireless communication systems for indoor applications by Nurzhigit Smailov, Shakir Akmardin, Assem Ayapbergenova, Gulsum Ayapbergenova, Rashida Kadyrova, Akezhan Sabibolda

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Targeted genotyping‐by‐sequencing of potato and data analysis with R/polyBreedR by Jeffrey B. Endelman, Moctar Kante, Hannele Lindqvist‐Kreuze, Andrzej Kilian, Laura M. Shannon, Maria V. Caraza‐Harter, Brieanne Vaillancourt, Kathrine Mailloux, John P. Hamilton, C. Robin Buell

“…Using the software polyBreedR, an R package for the manipulation and analysis of polyploid marker data, the RMSE for imputation by linkage analysis was 0.15 in a small half‐diallel population (N = 85), which was significantly lower than the RMSE of 0.42 with the random forest method. …”
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Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing by Minodora ANDOR, Gheorghe Ioan MIHALAŞ

“… Background and Aim: The increasing adoption of artificial intelligence (AI) in medical research offered alternative methods for medical data processing. This study evaluated comparatively the predictive performance of feedforward neural networks (FFNN) regression versus classical statistical regression analysis in estimating the risk of post-COVID-19 type 2 diabetes based on metabolic factors. …”
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A Data-Driven Approach to Tourism Demand Forecasting: Integrating Web Search Data into a SARIMAX Model by Geun-Cheol Lee

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ANALISIS KESALAHAN SISWA DALAM MENYELESAIKAN SOAL EKSPONEN BERDASARKAN PROSEDUR NEWMAN by Fita Khoirunnisa, Rini Utami

“…This research uses descriptive qualitative data analysis. Research subjects were determined using purposive sampling techniques. …”
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AI-Based Data Analysis of Contaminant Transportation with Regression of Oxygen and Nutrients Measurement by Hasib Khan, Jehad Alzabut, Mohamed Tounsi, Dalal Khalid Almutairi

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Impact of Correlated Measurement Errors on Some Efficient Classes of Estimators by Anoop Kumar, Shashi Bhushan, Shivam Shukla, Walid Emam, Yusra Tashkandy, Rajesh Gupta

“…The first-order approximated formulae of the mean square error of the introduced estimators are reported, and a comparative analysis has also been conducted with traditional estimators. …”
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