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	<title>Some stuff &#187; Insurance</title>
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		<title>usps insurance rates</title>
		<link>https://blog.yhuang.org/?p=1805</link>
		<comments>https://blog.yhuang.org/?p=1805#comments</comments>
		<pubDate>Mon, 09 Oct 2017 04:04:00 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[arbitrage]]></category>
		<category><![CDATA[express mail]]></category>
		<category><![CDATA[Insurance]]></category>
		<category><![CDATA[usps]]></category>

		<guid isPermaLink="false">http://scripts.mit.edu/~zong/wpress/?p=1805</guid>
		<description><![CDATA[What do USPS insurance rates tell us about its operations? Here is a 2007 document regarding insurance rates for domestic mail: Prices for insurance coverage changed as follows: Value up to $50 is $1.65. $50.01 to $100 is $2.05. $100.01 to $200 is $2.45. $200.01 to $300 is $4.60. The price per additional $100 of [...]]]></description>
			<content:encoded><![CDATA[<p>What do USPS insurance rates tell us about its operations? <a href="https://about.usps.com/postal-bulletin/2007/html/pb22218/kit1_011.html">Here</a> is a 2007 document regarding insurance rates for domestic mail:</p>
<blockquote><p>Prices for insurance coverage changed as follows:<br />
Value up to $50 is $1.65.<br />
$50.01 to $100 is $2.05.<br />
$100.01 to $200 is $2.45.<br />
$200.01 to $300 is $4.60.<br />
The price per additional $100 of insurance, valued over $300 up to $5,000, is $4.60 plus $0.90 per each $100 or fraction thereof.</p></blockquote>
<p>Crudely taking the mid-point of each bracket up to $300, we get implied loss rates of 6.6%, 2.73%, 1.63%, 1.84%, respectively. The rate converges asymptotically to $0.90/$100, or 0.9% implied loss. The numbers have such a wide range that it&#8217;s worth taking a closer look.<br />
<span id="more-1805"></span><br />
On page 1 of this 2011-2012 <a href="https://www.prc.gov/docs/83/83148/USPS-SRT-4%20(N2012-1).pdf">report</a>, it is stated that &#8220;lost mail volume is estimated at 1.79 percent.&#8221; At these 2007 rates (compare gray and orange lines of below figure), paying for insurance is surely uneconomical for anything under ~$100, but has potentially arbitrageable positive expectation for items valued at ~$300 or more. This is surprising.<br />
<img src="wp-content/uploads/images/uspsins07.png" width=600px /></p>
<p>Interestingly, some of these underpricings have been rectified according to this 2017 <a href="https://pe.usps.com/cpim/ftp/manuals/dmm300/Notice123.pdf">document</a>:</p>
<blockquote><p>Amount for Merchandise Insurance Coverage Desired<br />
$0.01 to $50: $2.10<br />
50.01 to 100: 2.65<br />
100.01 to 200: 3.35<br />
200.01 to 300: 4.40<br />
300.01 to 400: 5.55<br />
400.01 to 500: 6.70<br />
500.01 to 600: 9.15<br />
600.01 to 5,000 (maximum liability is $5,000): $9.15 plus $1.25 per $100 or fraction thereof over $600 in declared value.</p></blockquote>
<p>These (again, gray and orange lines of below figure) align much more with actual loss rates; still, there is an asymptotic positive expectation for paying for insurance, and in amounts closer to upper bracket limits. Amounts at the lower bracket limits, though, now hug the actual loss rate line, and that may be a part of the pricing decision after all.<br />
<img src="wp-content/uploads/images/uspsins17.png" width=600px /></p>
<p>What about the high rates on low-value items? That&#8217;s probably the result of an embedded per-incidence fixed cost. We can back this out by assuming $50 is the target insured amount for the $0 to $50 bracket for the purpose of pricing fixed costs. One model is to obtain an implied loss rate at $50 to match the asymptotic rate, i.e. insurance cost at $50 = asymptotic loss rate * $50 + fixed cost <strong>(*)</strong>, though this can be used (as we do later) at any target insured amount.</p>
<p>At 2007 prices, this gives $1.2 per insured item as the fixed cost portion, or $1.2/0.9% = $133.33 per incidence. Similarly, at 2017 prices, this gives $1.475 per insured item or $1.475/1.25% = $118 per incidence. These costs seem plausible. Implied loss rates adjusted for such costs are plotted as the blue lines in previous figures. </p>
<p>The last oddity is that Express Mail insurance rates have built-in insurance up to $100. Let&#8217;s find out how much that is worth. Using the same, older 2007 document that quotes for Express Mail, we have:</p>
<blockquote><p>Prices for Express Mail insurance:<br />
The first $100 of value is still provided. Values above $100 are now priced differently than for regular insurance.<br />
Value over $100 up to $200 is $0.75.<br />
$200.01 to $500 is $2.10.<br />
$500.01 to $5,000 is $2.10 plus $1.35 per each $100 or fraction thereof.</p></blockquote>
<p>The asymptotic loss rate is priced at 1.35% &#8212; interesting that Express Mail should have significantly more implied losses than domestic mail overall. Assuming the same $133.33 per incidence fixed cost as for all domestic mail in 2007, but substituting $100 as the target insured amount into (*), we obtain an insurance cost at $100 of $3.15. So there you go, the &#8220;true&#8221; price table might be:</p>
<blockquote><p>$0-$100: $3.15<br />
$100-$200: $3.90<br />
$200-$500: $5.25<br />
$500-$5000: $5.25 + $1.35 per each additional $100</p></blockquote>
<p>This is rather favorable for insured values just under the $500 mark!</p>
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		<item>
		<title>optimizing insurance ordering</title>
		<link>https://blog.yhuang.org/?p=1728</link>
		<comments>https://blog.yhuang.org/?p=1728#comments</comments>
		<pubDate>Tue, 31 May 2016 01:28:55 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[claims]]></category>
		<category><![CDATA[coinsurance]]></category>
		<category><![CDATA[Deductible]]></category>
		<category><![CDATA[Insurance]]></category>
		<category><![CDATA[medical procedure]]></category>
		<category><![CDATA[Reimbursement]]></category>

		<guid isPermaLink="false">http://scripts.mit.edu/~zong/wpress/?p=1728</guid>
		<description><![CDATA[Sometimes the order in which procedures are performed has an effect on the payout from insurance. This is the case when there is both a deductible and a coinsurance. Suppose the deductible is , and the price and coinsurance of the -th procedure performed are and respectively, then the total out-of-pocket cost is: The second [...]]]></description>
			<content:encoded><![CDATA[<p>Sometimes the order in which procedures are performed has an effect on the payout from insurance. This is the case when there is both a deductible and a coinsurance.</p>
<p>Suppose the deductible is \(d\), and the price and coinsurance of the \(i\)-th procedure performed are \(p_i\) and \(c_i\) respectively, then the total out-of-pocket cost is:</p>
\(d + (p_1 &#8211; d) c_1 + p_2 c_2 + \cdots = (1-c_1) d + \sum_i p_i c_i\)
<p>The second term is fixed cost; it&#8217;s the coinsurance on the first procedure that matters. This shows that to minimize out-of-pocket cost, one should, somewhat surprisingly, get the procedure with the <strong>highest</strong> coinsurance first. Essentially, every dollar of the deductible paid is subsidizing what the insurance company might have paid, but for a procedure with very high coinsurance, the subsidy is not very much to begin with.</p>
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