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Many Statisticians would have specialized in Time Series Analysis but could not get the good grasp of it in their undergraduate level. This book is a summary to Introductory Time Series Analysis course. It is majorly designed for the Distance Learning and part-time students. At a glance, by practising some questions and with follow-ups to answers, students can develop their interests in Time Series Analysis. The book contains 22 Questions and Answers which are of interests and relevance in Time Series. The course is introduced in the questions and the questions cut across both Time and Frequency domain. Some advanced aspect of Time Series like Long memory, Unit root, etc, are also introduced in this book. We believe students will find this book interesting, and each student must get a copy.