KAR Auction Stock Forecast - Naive Prediction

KAR Stock  USD 19.92  0.08  0.40%   
The Naive Prediction forecasted value of KAR Auction Services on the next trading day is expected to be 19.19 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 21.43. KAR Stock Forecast is based on your current time horizon. Although KAR Auction's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of KAR Auction's systematic risk associated with finding meaningful patterns of KAR Auction fundamentals over time.
  
At this time, KAR Auction's Payables Turnover is relatively stable compared to the past year. As of 11/22/2024, Fixed Asset Turnover is likely to grow to 7.03, while Inventory Turnover is likely to drop 46.44. . As of 11/22/2024, Common Stock Shares Outstanding is likely to grow to about 141.4 M, while Net Income Applicable To Common Shares is likely to drop slightly above 166.4 M.

KAR Auction Cash Forecast

Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the KAR Auction's financial statements to estimate their effects on upcoming price movements.
 
Cash  
First Reported
2007-12-31
Previous Quarter
150.9 M
Current Value
128.6 M
Quarterly Volatility
224.4 M
 
Housing Crash
 
Credit Downgrade
 
Yuan Drop
 
Covid
A naive forecasting model for KAR Auction is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of KAR Auction Services value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

KAR Auction Naive Prediction Price Forecast For the 23rd of November

Given 90 days horizon, the Naive Prediction forecasted value of KAR Auction Services on the next trading day is expected to be 19.19 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.24, and the sum of the absolute errors of 21.43.
Please note that although there have been many attempts to predict KAR Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that KAR Auction's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KAR Auction Stock Forecast Pattern

Backtest KAR AuctionKAR Auction Price PredictionBuy or Sell Advice 

KAR Auction Forecasted Value

In the context of forecasting KAR Auction's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. KAR Auction's downside and upside margins for the forecasting period are 16.97 and 21.41, respectively. We have considered KAR Auction's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
19.92
19.19
Expected Value
21.41
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of KAR Auction stock data series using in forecasting. Note that when a statistical model is used to represent KAR Auction stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria116.6805
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3514
MAPEMean absolute percentage error0.0204
SAESum of the absolute errors21.4332
This model is not at all useful as a medium-long range forecasting tool of KAR Auction Services. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict KAR Auction. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for KAR Auction

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KAR Auction Services. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
17.6719.8922.11
Details
Intrinsic
Valuation
LowRealHigh
16.2818.5020.72
Details
Bollinger
Band Projection (param)
LowMiddleHigh
14.3918.0121.63
Details
7 Analysts
Consensus
LowTargetHigh
16.5118.1420.14
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as KAR Auction. Your research has to be compared to or analyzed against KAR Auction's peers to derive any actionable benefits. When done correctly, KAR Auction's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in KAR Auction Services.

Other Forecasting Options for KAR Auction

For every potential investor in KAR, whether a beginner or expert, KAR Auction's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. KAR Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in KAR. Basic forecasting techniques help filter out the noise by identifying KAR Auction's price trends.

KAR Auction Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with KAR Auction stock to make a market-neutral strategy. Peer analysis of KAR Auction could also be used in its relative valuation, which is a method of valuing KAR Auction by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

KAR Auction Services Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of KAR Auction's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of KAR Auction's current price.

KAR Auction Market Strength Events

Market strength indicators help investors to evaluate how KAR Auction stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading KAR Auction shares will generate the highest return on investment. By undertsting and applying KAR Auction stock market strength indicators, traders can identify KAR Auction Services entry and exit signals to maximize returns.

KAR Auction Risk Indicators

The analysis of KAR Auction's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in KAR Auction's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kar stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Pair Trading with KAR Auction

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if KAR Auction position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in KAR Auction will appreciate offsetting losses from the drop in the long position's value.

Moving together with KAR Stock

  0.86DRVN Driven Brands HoldingsPairCorr

Moving against KAR Stock

  0.71PFMT Performant FinancialPairCorr
  0.62CVEO Civeo CorpPairCorr
  0.6W WayfairPairCorr
  0.6GP GreenPower MotorPairCorr
  0.54DIBS 1StdibsComPairCorr
The ability to find closely correlated positions to KAR Auction could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace KAR Auction when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back KAR Auction - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling KAR Auction Services to buy it.
The correlation of KAR Auction is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as KAR Auction moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if KAR Auction Services moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for KAR Auction can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for KAR Stock Analysis

When running KAR Auction's price analysis, check to measure KAR Auction's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy KAR Auction is operating at the current time. Most of KAR Auction's value examination focuses on studying past and present price action to predict the probability of KAR Auction's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move KAR Auction's price. Additionally, you may evaluate how the addition of KAR Auction to your portfolios can decrease your overall portfolio volatility.