Chủ Nhật, 22 tháng 11, 2015

Real Effective Exchange Rates vs Market Rates: the RMB (Chinese yuan)

Mike Smitka, Washington and Lee University

Here's a chart I created for my China's Modern Economy class showing the appreciation of the Chinese RMB / yuan [人民币·元] relative to the rest of the world. I put in the US$/yuan rate, inverted so that higher means stronger. But the core series is the monthly real effective exchange rate from the Bank for International Settlements. This the average value of the yuan with the exchange rates of the world's 61 largest countries, weighted by the amount of trade China conducts with each. In addition, the BIS corrects for inflation in each country, because if for example there's deflation in Japan, then at the same exchange rate US$1.00 buys more goods and services. Again, higher means stronger. At the bottom I append the most recently available (2013) trade data from the China Statistical Yearbook, to highlight the need to view China through lens with a wider perspective than the US bilateral relationship.

[I was in Japan this summer and benefited both from a weak dollar and Japanese deflation: it's really a good time for an American to be a tourist there. I have an additional advantage, because I speak and read Japanese, so can find cheaper lodging and so on.]

Oh, to politicians and businessmen everywhere: while the yuan may have fallen against the dollar, from China's perspective it's not depreciated because the dollar has gotten stronger, and they trade more with Europe and Asia than with the United States.

One tweak is that I use a log scale. This is second nature for those of us who grew up using slide rules, but what it means is that a 5% change, up or down, is always the same vertical increment. I adjusted the scale so that the horizontal lines represent (duh) a 5% increase. (I don't know why I never thought of doing that before...).

For those rusty on logs, log AxB = log A + log B, so if B = 1.05 (+5%) then we have a 5% increment equal to log A + log 1.05. The latter obviously doesn't change, whatever the magnitude of A. There is one minor issue: a 5% decrease (multiplying by .95) is not exactly the same as 1/1.05 (which is .952). So moving down one increment is a little less than a 5% fall.

To get even more technical, while correcting for inflation is important, the BIS uses the consumer price index, because it's readily available with the lag of only a month or so. Trade data come out with a greater lag, so the latest November release is only for August 2015. However, trade doesn't take place at retail prices, and consists of a different basket of goods than what households purchase. A country may import coal and wheat, while consumers buy electricity and bread. Those prices don't move independently, but the link isn't tight. This is of course a generic issue for economists: the data that are available seldom align exactly with the concept we're trying to measure.

11-6 Value of Imports and Exports by Country (Region) of Origin/Destination; Source China Statistical Yearbook 2014
Country (Region) 2013 2013 Share
  Total (US$ billion) Exports Imports % Total % Exports % Imports
Total $ 4,159 $ 2,209 $ 1,950 100.0% 100.0% 100.0%
  Asia $ 2,224 $ 1,134 $ 1,090 53.5% 51.3% 55.9%
      Hong Kong $ 401 $ 384 $ 16 9.6% 17.4% 0.8%
      India $ 65 $ 48 $ 17 1.6% 2.2% 0.9%
      Indonesia $ 68 $ 37 $ 31 1.6% 1.7% 1.6%
      Japan $ 312 $ 150 $ 162 7.5% 6.8% 8.3%
      Malaysia $ 106 $ 46 $ 60 2.6% 2.1% 3.1%
      Saudi Arabia $ 72 $ 19 $ 53 1.7% 0.8% 2.7%
      Singapore $ 76 $ 46 $ 30 1.8% 2.1% 1.5%
      South Korea $ 274 $ 91 $ 183 6.6% 4.1% 9.4%
      Thailand $ 71 $ 33 $ 39 1.7% 1.5% 2.0%
      Vietnam $ 65 $ 49 $ 17 1.6% 2.2% 0.9%
      Taiwan $ 197 $ 41 $ 156 4.7% 1.8% 8.0%
  Africa $ 210 $ 93 $ 117 5.1% 4.2% 6.0%
      South Africa $ 65 $ 17 $ 48 1.6% 0.8% 2.5%
  Europe $ 730 $ 406 $ 324 17.6% 18.4% 16.6%
      U.K. $ 70 $ 51 $ 19 1.7% 2.3% 1.0%
      Germany $ 161 $ 67 $ 94 3.9% 3.0% 4.8%
      Netherlands $ 70 $ 60 $ 10 1.7% 2.7% 0.5%
      Russia $ 89 $ 50 $ 40 2.1% 2.2% 2.0%
  Latin America $ 261 $ 134 $ 127 6.3% 6.1% 6.5%
      Brazil $ 90 $ 36 $ 54 2.2% 1.6% 2.8%
  North America $ 575 $ 398 $ 178 13.8% 18.0% 9.1%
      United States $ 521 $ 368 $ 152 12.5% 16.7% 7.8%
Australia/Pacific $ 153 $ 45 $ 109 3.7% 2.0% 5.6%
      Australia $ 137 $ 38 $ 99 3.3% 1.7% 5.1%

Thứ Năm, 19 tháng 11, 2015

Jaguar F-PACE and the Range Rover Evoque Convertible debuts at the 2015 Los Angeles International Auto Show

Jaguar Land Rover unveiled the all-new Jaguar F-PACE and the Range Rover Evoque Convertible during this year’s Los Angeles International Auto Show. This was among the 10 vehicles displayed. The Range Rover Evoque Convertible is the world's first luxury compact SUV convertible. Jaguar Land Rover at the 2015 Los Angeles International Auto Show On the other hand, the F-PACE is a five-seat performance crossover and the third all-new product from Jaguar this year. Designed, engineered and manufactured in the UK, the all-new F-PACE is the production version of the breakthrough C-X17 concept car and is developed from Jaguar’s lightweight Aluminium Architecture.

Thứ Hai, 9 tháng 11, 2015

Bringing a bird’s eye view to a car near you

QNX and TI team up to enable surround-view systems in mass-volume vehicles

Paul Leroux
Uh-oh. You are 10 minutes late for your appointment and can’t find a place to park. At long last, a space opens up, but sure enough, it’s the parking spot from hell: cramped, hard to access, with almost no room to maneuver.

Fortunately, you’ve got this covered. You push a button on your steering wheel, and out pops a camera drone from the car’s trunk. The drone rises a few feet and begins to transmit a bird’s eye view of your car to the dashboard display — you can now see at a glance whether you are about to bump into curbs, cars, concrete barriers, or anything else standing between you and parking nirvana. Seconds later, you have backed perfectly into the spot and are off to your meeting.

Okay, that’s the fantasy. In reality, cars with dedicated camera drones will be a long time coming. In the meantime, we have something just as good and a lot more practicable — an ADAS application called surround view.

Getting aligned
Approaching an old problem from a
new perspective
. Credit: TI
Surround-view systems typically use four to six fisheye cameras installed at the front, back, and sides of the vehicle. Together, these cameras capture a complete view of the area around your car, but there’s a catch: the video frames they generate are highly distorted. So, to start, the surround-view system performs geometric alignment of every frame. Which is to say, it irons all the curves out.

Next, the system stitches the corrected video frames into a single bird’s eye view. Mind you, this step isn’t simply a matter of aligning pixels from several overlapping frames. Because each camera points in a different direction, each will generate video with unique color balance and brightness levels. Consequently, the system must perform photometric alignment of the image. In other words, it corrects these mismatches to make the resulting output look as if it were taken by a single camera hovering over the vehicle.

Moving down-market
If you think that all this work takes serious compute power, you’re right. The real trick, though, is to make the system affordable so that luxury car owners aren’t the only ones who can benefit from surround view.

Which brings me to QNX Software Systems’ support for TI’s new TDA2Eco system-on-chip (SoC), which is optimized for 3D surround view and park-assist applications. The TDA2Eco integrates a variety of automotive peripherals, including CAN and Gigabit Ethernet AVB, and supports up to eight cameras through parallel, serial and CSI-2 interfaces. To enable 3D viewing, the TDA2Eco includes an image processing accelerator for decoding multiple camera streams, along with graphics accelerators for rendering virtual views.

Naturally, surround view also needs software, which is where the QNX OS for Safety comes in. The OS can play several roles in surround-view systems, such as handling camera input, hosting device drivers for camera panning and control, and rendering the processed video onto the display screen, using QNX Software Systems’ high-performance Screen windowing system. The QNX OS for Safety complies with the ISO 26262 automotive functional safety standard and has a proven history in safety-critical systems, making it ideally suited for collision warning, surround view, and a variety of other ADAS applications.

Okay, enough from me. Let’s look at a video, hosted by TI’s Gaurav Agarwal, to see how the TDAx product line can support surround-view applications:



For more information on the TDAx product line, visit the TI website; for more on the QNX OS for Safety, visit the QNX website.

Thứ Năm, 5 tháng 11, 2015

China's One-child Policy: redundant and now go

Mike Smitka, Prof of Economics, Washington and Lee

Here I discuss the end of China's one-child policy. In my weekly WREL economics segment I also discussed , the auto industry in China, Yellen and the Donald and interest rates, and gave an update on the United Way of Rockbridge. I provide only a paragraph one each at the end.

This past week China announced the end of its policy that limited most families to one child. Now it never was a strict limit, rural residents could have a second child if the first was a girl, and minorities were exempt altogether. But when it was first implemented in 1980, most women still wanted more than the permitted number, and the policy was draconian, indeed horrific, with women dragged away to undergo forced abortions and (slightly less horrific) forced sterilizations. For a decade, though, it's been irrelevant, as Chinese women are no longer farmer's wives who marry early and view multiple children as an inexpensive source of labor. Now urban women see children as an interruption to earning money, and costly to raise and educate.

In the background, the formation of the People's Republic in October 1949 brought an end to a century of almost continual civil war, including the Taiping Rebellion in the 1860s that led to perhaps 25 million deaths. The impact of the Japanese occupation in World War II was also horrific, in large part because it disrupted agriculture in the most productive parts of the country. So with peace after 1950, couples were both willing and able to raise children, and population growth rose. Fearing nuclear war with the Soviet Union, in the 1960s Chairman Mao actually encouraged large families. The problem was food. By the 1970s, the industrialization policies under Mao led to a sharp rise in fertilizer output, and pesticides and herbicides too, as the chemical industries expanded. Enter the Green Revolution, with "dwarf" varieties of rice and wheat that wouldn't grow tall and flop over when fertilizer was used. So in the 1970s the population ate a lot better, but the new leadership feared that was a one-time increase that would be eaten up over time. Hence fertility restrictions.

        In fact agricultural productivity kept improving. Today the public health challenge isn't dealing with undernourished children, it's dealing with the consequence of too much food, obesity and diabetes. Now environmental issues are affecting grain yields, but famine is no longer a realistic worry. Oh, and while the popular view attributes agricultural improvement to the breakup of the communes and the restoration of family farming, yields began growing well in advance of such institutional changes. It's not that the "Household Responsibility System" that gave land to the tillers didn't matter. But it mattered because it allowed families to send their children to the cities to work, and to shift their attentions from growing corn, wheat and rice to vegetables, pigs and fish farming.

But was this policy effective? In the early 1980s it certainly was, and it remains wildly unpopular today. Ending it, though, is now irrelevant, because on average women don't want large families. Most of the population now lives in cities – those who remain in the countryside tend to be old – so children are no longer useful as farm labor. Plus farmers now have better tools, herbicides take care of weeding and threshers handle the harvest. Compulsory education also means families have to support children for a longer period than in the past, and if parents want their children to do well they need more than the minimum education. With the growth of financial markets, it's now possible for families to save for their old age by putting money in the bank – Chinese save a lot, 25% or more of income. Even in the face financial scams and pyramid schemes, that's more reliable than depending on a single child who might turn out to be a prodigal daughter who only looks after her in-laws. Of course many couples want children, the social and biological impulse remains. But overall the benefits of having children are lower.

Meanwhile, the cost of children has risen. Women not only work off-farm jobs, but over time the past 25 years those jobs paid better and better wages. Having children means lost income, unlike when a wife could combine farmwork and child rearing. Furthermore, education is universally viewed as important. Even though compulsory education is now free, that's not enough to do well, and education doesn't come cheap, at least relative to incomes. Likewise healthcare is more costly, and with higher incomes overall, kids want fashionable clothes, not hand-me-downs. So the costs of children are up, indeed up a lot.

So with lower benefits and higher costs, Chinese families don't want two kids. This isn't just hypothetical. Fertility was falling sharply even before 1980, and was below the magic "two" number in urban areas as early as 1970. Demographers have examined the behavior of individuals for whom the policy wasn't binding, who were allowed to have more children. Many don't, the evidence is pretty clear that on average families want fewer than two children. So from the perspective of population growth, ending the one-child policy is a cheap shot. But there are plenty of couples who want two or more children, and for them this is a really good change, even if for China as a whole the policy no longer matters.

Now with smaller family sizes from 1980, the number of young women today has also fallen. Meanwhile, longevity has increased and with better nutrition and access to clean (bottled!) water that is set to continue. The biggest age bracket in the population are those in their late 40s. Already the working age population is falling, and by the early 2020s the overall population in China will be in decline even as the number of elderly is rising. That's today's worry, that the number of workers per retiree is set to fall sharply.

The policy change is however too late to make a difference. Even if today's young women start popping babies at double the rate of their mothers, there just aren't enough young women for that to have a big impact. It would be only when those new babies in turn become mothers (and their brothers workers) that the ratio of 20-64 year olds to those 65 and above will start improving. I've run simulations: that won't happen until 2063, a full half-century from now.

For my simulations, I used the age distribution of women in 2013 (see the population pyramid above), the age-specific fertility rate for women for 2013 [both from the China Statistical Yearbook 2014, and mortality from the WHO life tables, which matters for the old-age portion of the projections. I held fertility for young women (20-24) at a 50% increase, given the ongoing increase in education and work, but let that for the next two brackets (age 25-29 and age 30-34) double. I did not put in the likely decrease in mortality at older ages. Note that a 50% change in fertility in the space of 5 years represents a very fast pace of social change; doubling is even less realistic. My intent however is not to be realistic, but to ask how big and how soon the impact would be IF women start popping babies left and right. The asnwer: not much. There are a few more young Chinese in 2043, but a lot more old Chinese. Only in 2063 does the number of young Chinese rise enough to offset the aging of the population, and then it's not by a lot.
Age 20-64 pop to Age 65+ pop
YearRatio
20136.6
20185.2
20234.1
20283.5
20332.7
20382.2
20432.1
20482.1
20532.0
20581.9
20632.0

Addenda #1: Yellen in Congressional testimony noted that the time for interest rate hikes might be at hand. She has only 1 vote, and others have indicated they don't favor raising rates this year. Still, as Chairman of the Board of Governors her voice matters a lot. Accordingly, short-term interest rates are up, one-year bonds from 0.23% to 0.40% and 2-year bonds from 0.6% to 0.84%. Since current rates are zero, the interest rate next year has to jump a lot to give those yields, So the prediction incorporated into bond prices is for 1.25% rates for one-year bonds in 2017 and 1.75% in 2018."

Meanwhile the Donald lambasted Yellen for holding rates down. Why? – because it makes Obama look better. We probably ought not take too seriously what the Donald says, with his penchant for hyperbole and for saying what he thinks his audience wants to hear. As a businessman he surely knows that higher rates hit construction harder than most sectors of the economy, and that means eliminating a lot of non-elite jobs. Doesn't he think that a president ought to care about average Americans? Cynically, higher rates do boost incomes for the ultra-rich, and I'm sure he hears from his billionaire friends about the harm lower rates are wreaking. But I frankly doubt Trump is being that calculating when he steps in front of a CNN camera.

Addenda #2: Our moderator Jim Bresnahan asked why we haven't seen Chinese cars in the US. Now the industry there is the biggest in the world. It's sophisticated, to: the leading firm (given VW's problems) is GM. The head of GM's operations is Chinese, and with 2,000 engineers in Shanghai the R&D is increasingly done there. But until this year the leading firms in the market couldn't build cars fast enough. Profits were higher in China than elsewhere, too. So why export? We'll see that change, with Honda and GM and others shipping cars overseas. But the auto industry is global in its reach, and most cars are built where there's sold for reasons of cost and market fit. Furthermore, costs in China aren't low, the computer chips and software and paint and specialized steel for auto bodies cost the same everywhere. We won't see huge numbers of cars washing up on our shores from the other side of the Pacific.

Addenda #3: From this year the United Way of Rockbridge supports the Natural Bridge Food Pantry. For many years it operated quietly, with one local resident supporting them financially. He's passed away, so they are working to expand their funding base. As we go into winter, when many older residents of the Rockbridge area face the choice of medicine and food versus heat, the food pantry provides a crucial safety net. For more information, or to click to donate, go to the UWR web site at uwrockbridge.org.

Thứ Ba, 3 tháng 11, 2015

An ADAS glossary for the acronym challenged

If you’ve got ACD, you’ve come to the right place.

Paul Leroux
Someday, in the not-so-distant future, your mechanic will tell you that your CTA sensor has gone MIA. Or that your EDA needs an OTA update. Or that the camera system for your PLD has OSD. And when that day happens, you’ll be glad you stumbled across this post. Because I am about to point you to a useful little glossary that takes the mystery out of ADAS acronyms. (The irony being, of course, that ADAS is itself an acronym.)

Kidding aside, acronyms can stand in the way of clear communication — but only when used at the wrong time and place. Otherwise, they serve as useful shorthand, especially among industry insiders who have better things to do than say “advanced driver assistance system” 100 times a day when they can simply say ADAS instead.

In any case, you can find the glossary here. And when you look at it, you’ll appreciate my ulterior motive for sharing the link — to demonstrate that the ADAS industry is moving apace. The glossary makes it abundantly clear that the industry is working on, or has already developed, a large variety of ADAS systems. The number will only increase, thanks to government calls for vehicle safety standards, technology advances that make ADAS solutions more cost-effective, and growing consumer interest in cars that can avoid crashes. In fact, Visiongain has estimated that the global ADAS market will experience double-digit growth between 2014 and 2024, from a baseline estimate of $18.2 billion.

And in case you’re wondering, ACD stands for acronym challenged disorder. ;-)