{ "item_title" : "Viral Spiral", "item_author" : [" Benjamin Hall "], "item_description" : "I wanted to know. Was COVID-19 going to kill as many people as experts predicted? Were drastic government actions really what was required to flatten the curve? What should I do to keep myself and my family safe? As a statistician, I was committed to following coronavirus by the numbers. In early May 2020, I published the first edition of Viral Spiral. A year later, I now address new questions, such as: - Were the statistical conclusions in the first edition accurate? - Which state did the best at handling COVID? - What were the costs and benefits of the restrictions and mandates? - What could we have done differently to save lives in 2020? Fortunately, most of these questions can be answered numerically. This book will reach statistical conclusions with a substantial degree of certainty. But at the start of the outbreak, things were much less clear.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/1/66/714/075/1667140752_b.jpg", "price_data" : { "retail_price" : "11.60", "online_price" : "11.60", "our_price" : "11.60", "club_price" : "11.60", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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