Introduction | Datasets | Data Generating Process | Q-test | m-surroundings | Methods for the m_surr class | The print method | The summary method | The plot method | The Q-test | Distribution of Q-test | Methods for the spqtest class | The Q-test using a sf object | QMap-test | Methods for qmap class | Runs test | Global Runs test | Methods for spruntest class | The local Runs test | Asymptotic version | Monte Carlo local runs test | The Scan test | Scan bernoulli | Scan test with flexible windows | Scan multinomial | Methods for scan test | Similarity test | Join-count tests | Asymptotic distribution | Monte Carlo distribution | References