AGF Management Stock Forecast - Naive Prediction

AGF-B Stock  CAD 11.12  0.13  1.16%   
The Naive Prediction forecasted value of AGF Management Limited on the next trading day is expected to be 10.95 with a mean absolute deviation of 0.23 and the sum of the absolute errors of 13.84. AGF Stock Forecast is based on your current time horizon.
  
Receivables Turnover is likely to gain to 13.06 in 2024, whereas Inventory Turnover is likely to drop (18.69) in 2024. . Common Stock Shares Outstanding is likely to gain to about 90.3 M in 2024, whereas Net Income Applicable To Common Shares is likely to drop slightly above 74 M in 2024.
A naive forecasting model for AGF Management is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of AGF Management Limited 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.

AGF Management Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of AGF Management Limited on the next trading day is expected to be 10.95 with a mean absolute deviation of 0.23, mean absolute percentage error of 0.07, and the sum of the absolute errors of 13.84.
Please note that although there have been many attempts to predict AGF 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 AGF Management's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AGF Management Stock Forecast Pattern

Backtest AGF ManagementAGF Management Price PredictionBuy or Sell Advice 

AGF Management Forecasted Value

In the context of forecasting AGF Management'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. AGF Management's downside and upside margins for the forecasting period are 8.90 and 13.00, respectively. We have considered AGF Management'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
11.12
10.95
Expected Value
13.00
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 AGF Management stock data series using in forecasting. Note that when a statistical model is used to represent AGF Management 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 Criteria115.4823
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2269
MAPEMean absolute percentage error0.0231
SAESum of the absolute errors13.8439
This model is not at all useful as a medium-long range forecasting tool of AGF Management Limited. 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 AGF Management. 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 AGF Management

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AGF Management. 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
9.2511.2913.33
Details
Intrinsic
Valuation
LowRealHigh
10.1912.2314.27
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.390.400.42
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as AGF Management. Your research has to be compared to or analyzed against AGF Management's peers to derive any actionable benefits. When done correctly, AGF Management'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 AGF Management.

Other Forecasting Options for AGF Management

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

AGF Management 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 AGF Management stock to make a market-neutral strategy. Peer analysis of AGF Management could also be used in its relative valuation, which is a method of valuing AGF Management by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

AGF Management 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 AGF Management'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 AGF Management's current price.

AGF Management Market Strength Events

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

AGF Management Risk Indicators

The analysis of AGF Management'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 AGF Management's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting agf 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 AGF Management

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 AGF Management 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 AGF Management will appreciate offsetting losses from the drop in the long position's value.

Moving together with AGF Stock

  0.67ASM Avino Silver GoldPairCorr

Moving against AGF Stock

  0.69VCM Vecima NetworksPairCorr
The ability to find closely correlated positions to AGF Management could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace AGF Management 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 AGF Management - 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 AGF Management Limited to buy it.
The correlation of AGF Management 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 AGF Management moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if AGF Management 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 AGF Management 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 AGF Stock Analysis

When running AGF Management's price analysis, check to measure AGF Management'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 AGF Management is operating at the current time. Most of AGF Management's value examination focuses on studying past and present price action to predict the probability of AGF Management's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move AGF Management's price. Additionally, you may evaluate how the addition of AGF Management to your portfolios can decrease your overall portfolio volatility.