SIGNIFICANCE TESTING & HYPOTHESIS TESTING

SIGNIFICANCE TESTING & HYPOTHESIS TESTING

SIGNIFICANCE TESTING & HYPOTHESIS TESTING

Significance tests and hypothesis testing play a crucial role in the statistical analysis of data. They are used to determine whether a particular effect or relationship between variables is actually significant or is just due to random variation. When conducting research projects and clinical trials, it is therefore essential to use these tests correctly to obtain meaningful results.

 

Statistical consulting and data analysis Leonardo Miljko offers you all quantitative testing procedures to analyze your data carefully and professionally. We perform significance tests using p-values to calculate the probability that an observed effect is actually due to a real relationship between variables. In addition, we offer survival time analyses, statistical forecasting (regression analyses) and the calculation of important parameters such as means, medians, standard errors and confidence intervals.

When we analyze your data, we also conduct post hoc research to identify specific groups or differences between variables. We determine effect sizes and test powers to ensure your results are robust and meaningful.

Of course, we treat your data sets and documents confidentially and are prepared to sign a confidentiality agreement. We also offer interpretation of statistical parameters and the presentation of the results as well as statistics “editing” and statistics coaching.

Let us help you analyze your data professionally and get meaningful results. Contact us for statistical advice and data analysis.

Keywords:
Significance testing, hypothesis testing, data analysis, p-values, survival time analyses, regression analyses, effect sizes, test powers, confidentiality agreement, statistics editing, statistics coaching

Metatext:
Find out how Statistical Consulting and Data Analysis Leonardo Miljko can help you analyze your data professionally and obtain meaningful results. We offer all quantitative testing procedures, including significance tests and hypothesis testing, as well as interpretation of statistical parameters and presentation of results. Our work is treated confidentially and we also offer statistics “editing” and statistics coaching.

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How to cite this article

APA style
Statistische Beratung Leonardo Miljko. (2026). SIGNIFICANCE TESTING & HYPOTHESIS TESTING. Statistical.agency. https://statistical.agency/en/02-unsere-dienstleistungen-en/02-01-statistische-datenanalyse-en/02-01-01-en-medizinische-statistik-daten-analysen-beratung-fuer-doktoranden-der-medizin/02-01-01-06-en-significance-testing-hypothesis-testing
Harvard style
Statistische Beratung Leonardo Miljko (2026) SIGNIFICANCE TESTING & HYPOTHESIS TESTING. Statistical.agency. Available at: https://statistical.agency/en/02-unsere-dienstleistungen-en/02-01-statistische-datenanalyse-en/02-01-01-en-medizinische-statistik-daten-analysen-beratung-fuer-doktoranden-der-medizin/02-01-01-06-en-significance-testing-hypothesis-testing (Accessed: September 27, 2026).
AMA style
Statistische Beratung Leonardo Miljko. SIGNIFICANCE TESTING & HYPOTHESIS TESTING. Statistical.agency. Updated 2026. Revision 14. Accessed September 27, 2026. https://statistical.agency/en/02-unsere-dienstleistungen-en/02-01-statistische-datenanalyse-en/02-01-01-en-medizinische-statistik-daten-analysen-beratung-fuer-doktoranden-der-medizin/02-01-01-06-en-significance-testing-hypothesis-testing
DOI-like identifier
66.1248/statistical.agency.1818-1826.2026-v14
Internal persistent identifier for citing this article.
SCId
66.1248/statistika.hr.1818.2026

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Statistische Beratung und Datenanalyse Leonardo Miljko gew.
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