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This book is an introduction to experimental methodology and statistics using R and aims:
The experimental methodology concerns the systematic and organized examination of a research object. The research begins with identifying a problem, the definition of the more specific research questions, and the formulation of specific experimental hypotheses.
In this book, we examine how statistical analysis works, the theoretical principles that govern it, and how it relates to experimental methodology. The book aims twofold to teach how statistical tests are performed and present the reasoning that regulates them. Therefore, an attempt was made to make this book as pedagogical and easy to use as possible. Examples based on linguistics and language research have been used for this purpose.
Charalambos Themistocleous, Alexandros Afthinos, Olivia Hermann, Fan Hongli, Hanzhang Lu and Kyrana Tsapkini (2021). Brain Perfusion and Neurocognitive Tasks in Patients with Primary Progressive Aphasia. Academy of Aphasia 59th Annual Meeting 24-26 October, 2021, Online.
Olivia Herrmann, Alexandros Afthinos, Charalambos Themistocleous, Hongli Fan, Hanzhang Lu and Kyrana Tsapkini (2021). Brain areas that mediate sentence comprehension in primary progressive aphasia: Evidence from perfusion imaging. Academy of Aphasia 59th Annual Meeting, 24-26 October, 2021, Online.
Lucy Bryant, Angela Roberts, Charalambos Themistocleous, Dirk den Ouden and Brielle Stark (2021). Best practices for reporting of discourse analysis. Academy of Aphasia 59th Annual Meet- ing 24-26 October, 2021, Online.
Themistocleous Charalambos, Webster Kimberly T., Ficek Bronte, Tsapkini Kyrana (2020). Effects of tDCS on apraxia of speech in non-fluent variant of Primary Progressive Aphasia. Philadelphia (Presented On-line due to COVID19 pandemic).
Neophytou Kyriaki, Themistocleous Charalambos, Brenda Rapp, Tsapkini Kyrana (2020). A tool for automatic scoring of spelling. Academy of Aphasia 2020. Philadelphia (Presented On-line due to COVID19 pandemic).
Themistocleous Charalambos, Eckerström Marie, Lundholm Fors Kristina, and Kokkinakis Dimitris (2020). Improving the Diagnosis of Mild Cognitive Impairment in elderly individuals using a multifactorial automatic analysis of voice quality and prosody. 30th Alzheimer Europe Conference ``Building bridges''. 20-22 October 2020.
Themistocleous Charalambos, Eckerström Marie, and Kokkinakis Dimitris (2020). Automatic analysis of voice quality and prosody in patients with Mild Cognitive Impairment. The Society for the Neurobiology of Language Symbosium (SNL 2020).
Themistocleous Charalambos, Webster Kimberly T., Ficek Bronte, Tsapkini Kyrana (2019). Morphosyntactic measures of PPA variants using computational grammars. 49th Clinical Aphasiology Conference 2019 (CAC 2019) Whitefish, Montana, Tuesday, May 28, 2019 – Saturday, June 1, 2019.
Themistocleous Charalambos and Dimitrios Kokkinakis (2019). Speech Analysis and Mild Cognitive Impairment Detection. Proceedings of the 9th Tutorial & Research Workshop on Experimental Linguistics (ExLing2019), September 25-27, 2019 Lisbon, Portugal, 113–116.
Kokkinakis, Dimitrios, Lundholm Fors, Kristina, Fraser, Katie, Eckerström, Marie, Horn, Greta, and Themistocleous, Charalambos (2019). A multifaceted corpus for the study of cognitive decline in a swedish population. In CLARe4 : Corpora for Language and Aging Research, 27 February – 1 March 2019, Helsinki, Finland.