Summary data for the studies used in the meta-analysis of local adaptation (Table 1 from the publication)This table contains the data used in this published meta-analysis. The data were originally extracted from the publications listed in the table. The file corresponds to Table 1 in the original publication.tb1.xlsSAS script used to perform meta-analysesThis file contains the essential elements of the SAS script used to perform meta-analyses published in Hoeksema & Forde 2008. Multi-factor models were fit to the data using weighted maximum likelihood estimation of parameters in a mixed model framework, using SAS PROC MIXED, in which the species traits and experimental design factors were considered fixed effects, and a random between-studies variance component was estimated. Significance (at alpha = 0.05) of individual factors in these models was determined using randomization procedures with 10,000 iterations (performed with a combination of macros in SAS), in which effect sizes a...

Description coming soon

The table Procedure Cost is part of the dataset IBM MarketScan OMOP, available at https://stanford.redivis.com/datasets/ygd5-f2kfdgp6r. It contains 215273377 rows across 13 variables.

Operating Procedure Tables Market is expected to grow at a high CAGR during the forecast period 2024-2031

Government deficit or surplus by sector, debt levels and other supporting information.

Protein-Protein, Genetic, and Chemical Interactions for PROC (Mus musculus) curated by BioGRID (https://thebiogrid.org); DEFINITION: protein C

The veterinary procedure lights market is expected to reach approximately USD 330.5 million in 2025 and expand to around USD 504.7 million by 2035, reflecting a compound annual growth rate (CAGR) of 4.3% over the forecast period.

Metric	Value
Industry Size (2025E)	USD 330.5 million
Industry Value (2035F)	USD 504.7 million
CAGR (2025 to 2035)	4.3%

Country-wise Insights

Year	CAGR (2025 to 2035)
2025 to 2035	2.8%

Year	CAGR (2025 to 2035)
2025 to 2035	5.5%

Year	CAGR (2025 to 2035)
2025 to 2035	5.3%

Year	CAGR (2025 to 2035)
2025 to 2035	3.0%

Year	CAGR (2025 to 2035)
2025 to 2035	2.4%

Competitive Outlook

Company Name	Estimated Market Share (%)
Midmark Corporation	20-25%
Medical Illumination International	15-18%
Burtons Medical Equipment Ltd	10-14%
Avante Animal Health	8-12%
ACEM S.p.A	5-8%

Top 10 Principal Procedure Blocks for primiparous and multiparous delivery discharges with a principal procedure reported. Delivery relates to women with a diagnosis of outcome of delivery (ICD-10-AM – Z37) in acute public hospitals with an allocated admission type of Maternity only. HIPE collects the number of previous live births and number of previous stillbirths (over 500g) for all cases with admission type code Maternity. Primiparous: These are women who have had no previous pregnancy resulting in a live birth or stillbirth. Multiparous: These are women who have had at least one previous pregnancy resulting in a live birth or stillbirth. Activity in Acute Public Hospitals in Ireland Annual Report, 2014, is a report on in-patient and day patient discharges from acute public hospitals participating in the Hospital In-Patient Enquiry (HIPE) scheme in 2014. Discharge activity is examined by type of patient and hospital, and by demographic parameters (such as age and sex). Particular issues of relevance to the Irish health care system covered in the report relate to the composition of discharges by medical card and public/private status. Discharges are also analysed by diagnoses, procedures, major diagnostic categories, and diagnosis related groups. Maternity discharges are examined separately from other discharges. The analysis is presented at the national level. In 2014 HIPE discharges were coded using ICD-10-AM/ACHI/ACS 6th Edition and grouped into AR-DRG Version 6.0. See the complete Activity in Acute Public Hospitals in Ireland Annual Report 2014 at http://www.hpo.ie/latest_hipe_nprs_reports/HIPE_2014/HIPE_Report_2014.pdf

Protein-Protein, Genetic, and Chemical Interactions for PROC (Escherichia coli (K12/MG1655)) curated by BioGRID (https://thebiogrid.org); DEFINITION: pyrroline-5-carboxylate reductase, NAD(P)-binding

The Procedure nature authority table is a controlled vocabulary providing a classification of procedures applicable to the adoption of legislation and other acts by the institutions of the European Union as defined by the treaties. It provides an authority code, the start-use date and a description for each concept. The Procedure nature authority table is maintained by the Publications Office of the European Union on the EU Vocabularies website.

Calcareous nannofossil events from Rio et al. (1990 doi:10.2973/odp.proc.sr.107.164.1990) based on Site 170-653, foraminiferal events after Sprovieri and Hasegawa (1990 doi:10.2973/odp.proc.sr.107.149.1990), magnetostratigraphy after Berggren et al. (1985)

This dataset is about: (Table S7) Reconstructed break points of the 6 points linear fit procedure for AT, aCO2 and rCO2. Please consult parent dataset @ https://doi.org/10.1594/PANGAEA.810199 for more information.

MICOM (Measurement Invariance of Composite Models) procedure application in MSB.IS HCM model.

The global market for Arthroscopy Procedure and Products is forecasted to attain USD 7,553.0 million by 2025, expanding at 5.4% CAGR to reach USD 12,762.2 million by 2035. In 2024, the revenue of this market was around USD 7,193.9 million.

Metric	Value
Industry Size (2025E)	USD 7,553.0 million
Industry Value (2035F)	USD 12,762.2 million
CAGR (2025 to 2035)	5.4%

Country - Wise Analysis

Country	CAGR (2025 to 2035)
United States	3.7%

Country	CAGR (2025-2035)
Germany	4.3%

Country	CAGR (2025 to 2035)
China	6.3%

Country	CAGR (2025 to 2035)
India	7.1%

Country	CAGR (2025 to 2035)
Brazil	5.3%

Competitive Outlook

Company Name	Estimated Market Share (%)
Arthrex, Inc.	22-26%
Stryker Corporation	18-22%
Smith & Nephew plc	10-14%
Johnson & Johnson	8-12%
CONMED Corporation	5-9%
Other Companies (combined)	25-38%

pone.0262502.t011 - The quantification of Simpson’s paradox and other contributions to contingency table theory

Table 9. Results of the measurement invariance (MICOM) procedure

Annotated Benchmark of Real-World Data for Approximate Functional Dependency Discovery

This collection consists of ten open access relations commonly used by the data management community. In addition to the relations themselves (please take note of the references to the original sources below), we added three lists in this collection that describe approximate functional dependencies found in the relations. These lists are the result of a manual annotation process performed by two independent individuals by consulting the respective schemas of the relations and identifying column combinations where one column implies another based on its semantics. As an example, in the claims.csv file, the AirportCode implies AirportName, as each code should be unique for a given airport.

The file ground_truth.csv is a comma separated file containing approximate functional dependencies. table describes the relation we refer to, lhs and rhs reference two columns of those relations where semantically we found that lhs implies rhs.

The file excluded_candidates.csv and included_candidates.csv list all column combinations that were excluded or included in the manual annotation, respectively. We excluded a candidate if there was no tuple where both attributes had a value or if the g3_prime value was too small.

Dataset References

• adult.csv: Dua, D. and Graff, C. (2019). UCI Machine Learning Repository. Irvine, CA: University of California, School of Information and Computer Science.
• claims.csv: TSA Claims Data 2002 to 2006, published by the U.S. Department of Homeland Security.
• dblp10k.csv: Frequency-aware Similarity Measures. Lange, Dustin; Naumann, Felix (2011). 243–248. Made available as DBLP Dataset 2.
• hospital.csv: Hospital dataset used in Johann Birnick, Thomas Bläsius, Tobias Friedrich, Felix Naumann, Thorsten Papenbrock, and Martin Schirneck. 2020. Hitting set enumeration with partial information for unique column combination discovery. Proc. VLDB Endow. 13, 12 (August 2020), 2270–2283. https://doi.org/10.14778/3407790.3407824. Made available as part the dataset collection to that paper.
• t_biocase_... files: t_bioc_... files used in Johann Birnick, Thomas Bläsius, Tobias Friedrich, Felix Naumann, Thorsten Papenbrock, and Martin Schirneck. 2020. Hitting set enumeration with partial information for unique column combination discovery. Proc. VLDB Endow. 13, 12 (August 2020), 2270–2283. https://doi.org/10.14778/3407790.3407824. Made available as part the dataset collection to that paper.
• tax.csv: Tax dataset used in Johann Birnick, Thomas Bläsius, Tobias Friedrich, Felix Naumann, Thorsten Papenbrock, and Martin Schirneck. 2020. Hitting set enumeration with partial information for unique column combination discovery. Proc. VLDB Endow. 13, 12 (August 2020), 2270–2283. https://doi.org/10.14778/3407790.3407824. Made available as part the dataset collection to that paper.

Statistical table 1 of AS-365 aircraft execution performance and emergency procedure training projects of the Air Service Corps of the Ministry of Interior

Two-way sub-tables from Table 7.

Sediment depth is given in mbsf. References as follows: Bu = Burckle et al. (1978, doi:10.1130/0091-7613(1978)6243:ILDLOT2.0.CO;2), C = Ciesielski (1983, doi:10.2973/dsdp.proc.71.125.1983), B = Baldauf (1985, doi:10.2973/dsdp.proc.85.109.1985), G = Gersonde and Burckle (1990, doi:10.2973/odp.proc.sr.113.126.1990), BB = Baldauf and Barron (1991), HM = Harwood and Maruyama (1992, doi:10.2973/odp.proc.sr.120.160.1992), BI =Baldauf and Iwai (1995, doi:10.2973/odp.proc.sr.138.107.1995), W = Winter and Harwood (1997), GB = Gersonde and Barcena (1998), YA = Yanagisawa and Akiba (1998, doi:10.5575/geosoc.104.395), RB = Ramsay and Baldauf (1999), WI = Winter and Iwai (2002, doi:10.2973/odp.proc.sr.178.230.2002), ZG = Zielinski and Gersonde (2002, doi:10.1016/S0377-8398(02)00031-2), and CG = Censarek and Gersonde (2002, doi:10.1016/S0377-8398(02)00034-8). Planktonic foraminifer and nannofossil datums from Coffin, Frey, Wallace, et al., (2000, doi:10.2973/odp.proc.ir.183.2000).

Abstract

Procedure Lookup Table – Descriptions and Categories for Procedure Codes

Documentation

Lookup tables may be linked to the claims records for more detailed descriptions for the codes of interest. The procedure lookup table includes procedure codes, categories, and descriptions to link to the Optum confinement and medical tables.