We introduce a pair of Shiny web applications that allow users to visualize random forest prediction intervals alongside those produced by linear regression models. The apps are designed to help undergraduate students deepen their understanding of the role that assumptions play in statistical modeling by comparing and contrasting intervals produced by regression models with those produced by more flexible algorithmic techniques. We describe the mechanics of each approach, illustrate the features of the apps, provide...

We introduce a pair of Shiny web applications that allow users to visualize random forest prediction intervals alongside those produced by linear regression models. The apps are designed to help undergraduate students deepen their understanding of the role that assumptions play in statistical modeling by comparing and contrasting intervals produced by regression models with those produced by more flexible algorithmic techniques. We describe the mechanics of each approach, illustrate the features of the apps, provide...

Additional file 2: Appendix 2. Hazard ratios and their 95% confidence limits of Ki67, PR, ER, and age. Figure 1. Hazard ratios and their 95% confidence limits for a series of binary variables of Ki67. Figure 2. Hazard ratios and their 95% confidence limits for a series of binary variables of ER. Figure 3. Hazard ratios and their 95% confidence limits for a series of binary variables of PR. Figure 4. Hazard ratios and their...

Additional file 1.

Additional file 2.

Additional file 5: Table S4. Non-HhaI amplicons used for cell selection.

Additional file 23: Table S1. Clinicopathologic Information and Multi-omics Data in PDAC Cohort. Table S1A Multi-omics information of PDAC cohort. Table S1B Clinicopathologic information of the 229 PDAC.

Data underlying the article: "Ultrahigh Dynamic Range and Low Noise Figure Programmable Integrated Microwave Photonic Filter". The data set consists of several different measurement results for the modulation transformer, double injection ring resonator, and microwave photonic filter responses as published in the resource article. All data is stored in files using the CSV-format. The set is structered to give the data per figure (subfigure), where each subfigure has a folder containing a README-file describing the...

Data underlying the article: "Ultrahigh Dynamic Range and Low Noise Figure Programmable Integrated Microwave Photonic Filter". The data set consists of several different measurement results for the modulation transformer, double injection ring resonator, and microwave photonic filter responses as published in the resource article. All data is stored in files using the CSV-format. The set is structured to give the data per figure (subfigure), where each subfigure has a folder containing a README-file describing the...

Additional file 26: Table S4. The Effects of Diabetes on the Proteogenomic Characteristics of PDAC. Table S4A Mutations and arm events information in PDAC patients with or without diabetes history. Table S4B Matrix of differential pathway enrichment in patients with or without diabetes history at mRNA level. Table S4C Matrix of differential pathway enrichment in patients with or without diabetes history at protein level.

A new type of polyhedral oligomeric silsesquioxanes bisDOPO-NH2-POSS flame retardant consisting of one polyhedral oligomeric silsesquioxane (POSS), two units of 9,10-dihydro-9-oxa-10-phosphaphenanthrene-10-oxide (DOPO) and reactive –NH2 groups, was synthesized and characterized by FTIR, 1H NMR, and 31P NMR. It was applied to modified conventional environmentally friendly E0 grade urea formaldehyde (UF) resin to prepare flame-retardant plywood. Two other POSS structure flame retardants were used for comparison. The results showed that the addition of bisDOPO-NH2-POSS flame retardant...

Additional file 3: Table S2. Sequencing details per sample and condition.

Additional file 6: Table S5. PCR program for DNA digestion and targeted amplification steps.

Additional file 6: Table S5. PCR program for DNA digestion and targeted amplification steps.

Additional file 2: Dataset S1. The 130 unique cox1 haplotypes of Oncomelania hupensis from this study including two outgroups

Additional file 2: Appendix 2. Hazard ratios and their 95% confidence limits of Ki67, PR, ER, and age. Figure 1. Hazard ratios and their 95% confidence limits for a series of binary variables of Ki67. Figure 2. Hazard ratios and their 95% confidence limits for a series of binary variables of ER. Figure 3. Hazard ratios and their 95% confidence limits for a series of binary variables of PR. Figure 4. Hazard ratios and their...

ABSTRACT Introduction The peculiar characteristics of short track speed skating should be integrated into the psychology of competitions; it is considered that elite athletes engaged in this particular sport should have a healthy psychic condition. Objective Investigate the explosive power of female speed skaters in short track speed skating. Methods 10 key athletes from the national short track speed skating team were selected, and explosive power was tested by T-test, hexagonal test, and pro sensitivity...

ABSTRACT Introduction Although the development time of short-track speed skating in China is relatively short, with the joint efforts of many athletes and coaches, the special technical level can be comparable with that of European and American countries. Objective Verify the impacts of physical coordination training on speed in short track speed skating. Methods Athletes from the provincial skating team were randomly selected and distributed into control and experimental groups to apply the training method...

ABSTRACT Introduction Although the development time of short-track speed skating in China is relatively short, with the joint efforts of many athletes and coaches, the special technical level can be comparable with that of European and American countries. Objective Verify the impacts of physical coordination training on speed in short track speed skating. Methods Athletes from the provincial skating team were randomly selected and distributed into control and experimental groups to apply the training method...

We introduce a pair of Shiny web applications that allow users to visualize random forest prediction intervals alongside those produced by linear regression models. The apps are designed to help undergraduate students deepen their understanding of the role that assumptions play in statistical modeling by comparing and contrasting intervals produced by regression models with those produced by more flexible algorithmic techniques. We describe the mechanics of each approach, illustrate the features of the apps, provide...

ABSTRACT Introduction The peculiar characteristics of short track speed skating should be integrated into the psychology of competitions; it is considered that elite athletes engaged in this particular sport should have a healthy psychic condition. Objective Investigate the explosive power of female speed skaters in short track speed skating. Methods 10 key athletes from the national short track speed skating team were selected, and explosive power was tested by T-test, hexagonal test, and pro sensitivity...

Additional file 4: Table S3. Complete list of CpG methylation-sensitive endonucleases potentially compatible with scTAM-seq.

Additional file 7: Table S6. Doublet detection details per sample and condition.

Additional file 8: Table S7 and Table S8. Correlation analysis between target CpGs and gene expression.

Additional file 24: Table S2. The Impacts of Somatic Copy Number Alterations in PDAC Cohort. Table S2A Matrix of amplification peaks, followed by the genes contained in them, 95% confidence level. Table S2B Matrix of deletion peaks, followed by the genes contained in them, 95% confidence level. Table S2C Matrix of the top 10 mutated genes in PDAC of Fudan cohort. Table S2D Matrix of the 10 mutated genes used in Figure 1C of ICGC,...