I am a bit of an expert with LEDs and some of them will glow for a time after being disconnected. Depending on how some of them are built, they have to convert from 110v AC to 12-24 volt DC and I suspect the power supply is storing a charge for some reason.
I was going to open up an LED importing business a few years back and had ordered hundreds of samples from China and did massive research. Long story short, LED technology for the home user is not where it needs to be to be viable. There are simply not enough lumens per watt. The higher the wattage LED, the more expensive it is and the more heat it will produce, thus lowering its lifespan. The higher wattage LEDs are very expensive as well and instead of lasting 100,000 hours they only have a 10 or 20,000 hour lifespan.
The tech does exist for higher lumen LEDs but it is still far too expensive for the home consumer to use.
Some of these LEDs were great, although pricey. At the available lumen levels, you need a 10-15 watt LED to replace a 60 watt incandescent to achieve comparable lumen levels. Also, any LED that is warm white as opposed to the cool white (bluish) will have 10-15% less output because of the coating used to make it warmer. Of the dozens of manufacturers that I looked into, some of the samples were utter crap. They were DOA or stopped working after a few dozen hours. Some of them sparked a shorted out... a wonderful fire hazard. Some of them were dim and bluish and others simply fell apart. I think the ratio of bad to good was 40/60. I'd ordered 200 10 watt floods for a customer and within 6 weeks half of them were dead and I had to give them their money back. I gave up after a while.
On the flip side, there is some spectacular high end LED stuff. We use them constantly in show business and they are ahead of the curve. Pricey, but worth it if you get them from the right manufacturer.
The LEDs used here are 36 watt RGB. Twelve 1 watt ,15 degree diodes in each primary color of red, green and blue for a total of 36 watts. All 3 mixed will make white with a total power use of 36 watts.

Here are the same LEDs using only blue at 12 watts.

LEDs have endless applications but the problem with LED/incandescent replacement is it hard to cram in enough LEDs to make it bright without burning them up prematurely on a tiny platform like a screw in 60 watt light bulb. It is coming , but not for a little while yet. Another thing to consider is that over 90% of all LEDs are made in China.