Module finder

The theory and methods of Statistics play an important role in all walks of life, society, medicine and industry. They enable important understanding to be gained and informed decisions to be made, about a population by examining only a small random sample of the members of that population. For example, to decide whether a new drug improves the symptoms of a disease in all those diagnosed as having the condition (the population), a clinical trial might be undertaken in which a sample of people who receive the new drug is compared with a sample receiving no active treatment. Such statistical inferences about a population are subject to uncertainty - what we observe in our particular sample (or samples) may not hold for the whole population. Probability theory and statistical distributions are needed to quantify this uncertainty, and assess the accuracy of our inference about the population. This module aims to lay foundations in probability and distribution theory, data analysis and the use of a statistical software package, which will be built upon in later modules.

The module begins by introducing statistical data analysis by using the freely available R package, https://cran.r-project.org/. Statistical analysis and report writing are discussed along with the use of the R software package for summarising and interpreting data.

It then formally defines probability and studies the key properties. The concepts of random variables as outcomes of random experiments are introduced and the key properties of the commonly used standard univariate random variables are studied. Emphasis is placed on learning the theories by proving key properties of each distribution.

Basic ideas of statistical inference, including techniques of point and interval estimation and hypothesis testing, are introduced and illustrated with practical examples.

The theory and methods of Statistics play an important role in all walks of life, society, medicine and industry. They enable important understanding to be gained and informed decisions to be made, about a population by examining only a small random sample of the members of that population. For example, to decide whether a new drug improves the symptoms of a disease in all those diagnosed as having the condition (the population), a clinical trial might be undertaken in which a sample of people who receive the new drug is compared with a sample receiving no active treatment. Such statistical inferences about a population are subject to uncertainty - what we observe in our particular sample (or samples) may not hold for the whole population. Probability theory and statistical distributions are needed to quantify this uncertainty, and assess the accuracy of our inference about the population. This module aims to lay foundations in probability and distribution theory, data analysis and the use of a statistical software package, which will be built upon in later modules.

The module begins by introducing statistical data analysis by using the freely available R package, https://cran.r-project.org/. Statistical analysis and report writing are discussed along with the use of the R software package for summarising and interpreting data.

It then formally defines probability and studies the key properties. The concepts of random variables as outcomes of random experiments are introduced and the key properties of the commonly used standard univariate random variables are studied. Emphasis is placed on learning the theories by proving key properties of each distribution.

Basic ideas of statistical inference, including techniques of point and interval estimation and hypothesis testing, are introduced and illustrated with practical examples.

This module will develop your critical knowledge and understanding of aspects of the work and lives of teachers in schools and relate this to your own experience. You will develop an understanding of key themes relating to teachers, teaching and classroom practice. Themes might include recent research on effective teaching and teacher development, education policies which affect teachers and portrayals of teachers in popular culture.

This module will develop your critical knowledge and understanding of aspects of the work and lives of teachers in schools and relate this to your own experience. You will develop an understanding of key themes relating to teachers, teaching and classroom practice. Themes might include recent research on effective teaching and teacher development, education policies which affect teachers and portrayals of teachers in popular culture.

This module will develop your critical knowledge and understanding of aspects of the work and lives of teachers in schools and relate this to your own experience. You will develop an understanding of key themes relating to teachers, teaching and classroom practice. Themes might include recent research on effective teaching and teacher development, education policies which affect teachers and portrayals of teachers in popular culture.

This module will develop your critical knowledge and understanding of aspects of the work and lives of teachers in schools and relate this to your own experience. You will develop an understanding of key themes relating to teachers, teaching and classroom practice. Themes might include recent research on effective teaching and teacher development, education policies which affect teachers and portrayals of teachers in popular culture.

The Ancient World has profoundly influenced subsequent generations of history, and helps us to understand the foundations of today’s world. This module provides an introduction to this momentous period of history from Dark Age Greece to the emergence of Islam. We will explore major civilisations including Classical Greece, the Hellenistic world, the Roman Republic, the rise and fall of the Roman Empire and the Byzantine Empire up to the rise of Islam. This module will introduce you to central themes in Greek, Roman and Byzantine history, assessing political processes, socio-cultural changes and ideological developments. A wide array of evidence will be investigated from the literary to the material and visual, such as historical writings, art, architecture, archaeology, inscriptions, and philosophy. Throughout we will ask major questions: what were the key turning points and markers of change in the Ancient World? What were the distinctive features of the major ancient civilisations? How did the dominant civilisations interact with other cultures and societies under their rule? Importantly, we will also investigate the reception of the Ancient World: how has it been understood by subsequent generations and what is its significance and impact throughout history? In this way, the module will provide you with an overview and important background knowledge that will support you in the rest of your degree and beyond.

The Ancient World has profoundly influenced subsequent generations of history, and helps us to understand the foundations of today’s world. This module provides an introduction to this momentous period of history from Dark Age Greece to the emergence of Islam. We will explore major civilisations including Classical Greece, the Hellenistic world, the Roman Republic, the rise and fall of the Roman Empire and the Byzantine Empire up to the rise of Islam. This module will introduce you to central themes in Greek, Roman and Byzantine history, assessing political processes, socio-cultural changes and ideological developments. A wide array of evidence will be investigated from the literary to the material and visual, such as historical writings, art, architecture, archaeology, inscriptions, and philosophy. Throughout we will ask major questions: what were the key turning points and markers of change in the Ancient World? What were the distinctive features of the major ancient civilisations? How did the dominant civilisations interact with other cultures and societies under their rule? Importantly, we will also investigate the reception of the Ancient World: how has it been understood by subsequent generations and what is its significance and impact throughout history? In this way, the module will provide you with an overview and important background knowledge that will support you in the rest of your degree and beyond.

This module is designed to provide you with a broad introduction to the diverse cultures and histories of the Portuguese-speaking or ‘Lusophone’ world. By studying various texts, films, images and digital materials, from the fifteenth century to the twenty-first, you will become familiar with a wide range of themes, events and ideas from across the three main regions of the Portuguese-speaking world: Portugal, Brazil and Portuguese-speaking Africa.

All written texts are available in English translation, and all films are available with English subtitles, allowing students with little or no prior knowledge of Portuguese language or the Portuguese-speaking world to engage with the module.

This module is designed to provide you with a broad introduction to the diverse cultures and histories of the Portuguese-speaking or ‘Lusophone’ world. By studying various texts, films, images and digital materials, from the fifteenth century to the twenty-first, you will become familiar with a wide range of themes, events and ideas from across the three main regions of the Portuguese-speaking world: Portugal, Brazil and Portuguese-speaking Africa.

All written texts are available in English translation, and all films are available with English subtitles, allowing students with little or no prior knowledge of Portuguese language or the Portuguese-speaking world to engage with the module.