مقدمه ای بر تحلیل رگرسیون خطی

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رگرسیونی یکی از روش‌های آماری برای تحلیل داده‌های چند عاملی است که حوزه کاربرد آن بیشترین وسعت را دارد نتایج پر جاذبه آن از نظر مفهومی فرآیند ساده به کارگیری یک معادله است که ارتباط بین مجموعه‌ای از متغیرها را بیان می‌کند. تحلیل رگرسیونی همچنین از جهت نظری به لحاظ ظرافت و زیبایی ذاتی ریاضیات دارای جذابیت است. موفقیت در تحلیل رگرسیونی نیاز به درک و تیزبینی در دو مقوله تیوری و مسایل عملی دارد و زمانی بروز می‌کند و خود را نشان می‌دهد که تکنیک در استخدام داده‌ها و اطلاعات جهان واقع قرار می‌گیرد. این کتاب به عنوان منبعی درسی برای یک دوره پایه در تحلیل رگرسیون خطی در نظر گرفته شده است، محتوای آن مشتمل بر مطالب استاندارد و همچنین مطالب جدیدتر و غیر قراردادی است. تیوری و عملی را طوری می‌آمیزد که خواننده درکی از اصول پایه‌ای لازم برای به کارگیری روش‌های رگرسیونی در زمینه‌های گوناگون عملی و کاربردی به دست خواهد آورد. این کتاب برآمده از یادداشت‌های درسی برای یک دوره تحلیل رگرسیونی است. این دوره نوعاً از دانشجویان سال آخر لیسانس و سال اول فوق لیسانس در زمینه‌های گوناگون مهندسی، علوم طبیعی، فیزیک، ریاضیات کاربردی و مدیریت ترکیب یافته است. همچنین مطالب آن در چندین سمینار و دوره‌های کوتاه مدت برای حرفه‌ای‌ها ارایه گردیده است. فرض بر این است که خواننده کتاب اطلاعات پایه‌ای آمار را که در دوره‌های اولیه آمار آموزش داده می‌شود، دارا می‌باشد. اطلاعات مذکور عبارتند از آشنایی با آزمون‌های آماری و معنی‌داری آن‌ها، فواصل اطمینان و توزیع‌های نرمال تی، خی‌دو و فیشر. اطلاعاتی درباره جبر ماتریس ها نیز ضروری است.",""],"pages_count":781,"keywords":null,"token":"ae1ba5de4d69669f","created_at":"2019-02-05 12:19:53","updated_at":"2024-05-07 19:04:43","publisher_id":147,"deleted_at":null,"published_at":"2019-02-05 12:46:38","available_for_web":1,"publisher_title":"دانشگاه شهید باهنر کرمان","edition":null,"currency":"IRR","subtitle":"null","country":"iran","exclusive_rights":null,"not_for_sale":null,"rent_1_week_price":"-۱","meta_desc":null,"meta_title":null,"stock":0,"cache":1,"authors":[{"id":3048,"title":"داگلاس مونتگمری","meta_title":"داگلاس مونتگمری","meta_description":"داگلاس مونتگمری - بوکت، 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